searchindex.js

Search.setIndex({docnames:["api/index_en","api/v1/data_provider/dataprovider_en","api/v1/data_provider/pydataprovider2_en","api/v1/index_en","api/v1/predict/swig_py_paddle_en","api/v2/config/activation","api/v2/config/attr","api/v2/config/evaluators","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/data/data_reader","api/v2/data/dataset","api/v2/data/image","api/v2/fluid","api/v2/fluid/data_feeder","api/v2/fluid/evaluator","api/v2/fluid/executor","api/v2/fluid/initializer","api/v2/fluid/layers","api/v2/fluid/nets","api/v2/fluid/optimizer","api/v2/fluid/param_attr","api/v2/fluid/profiler","api/v2/fluid/regularizer","api/v2/model_configs","api/v2/run_logic","design/api","design/auto_gradient_check","design/block","design/build_system/README","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/large_model_dist_train","design/cluster_train/master_server","design/cluster_train/pserver_client","design/cluster_train/remote_parameter_updater","design/cluster_train/save_model","design/cluster_train/submit-job","design/evaluator","design/executor","design/file_manager/README","design/file_manager/pfs/pfsclient","design/float16","design/fluid","design/functions_operators_layers","design/gan_api","design/graph","design/graph_survey","design/if_else_op","design/infer_var_type","design/kernel_hint_design","design/mkl/mkl_packed","design/mkl/mkldnn","design/model_format","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/ops/rnn","design/ops/sequence_decoder","design/optimizer","design/paddle_nccl","design/parameter_average","design/parameters_in_cpp","design/program","design/prune","design/python_api","design/reader/README","design/refactor/distributed_architecture","design/refactor/multi_cpu","design/refactor/parameter_server","design/refactor/session","design/refactorization","design/register_grad_op","design/regularization","design/releasing_process","design/scope","design/selected_rows","design/simple_op_design","design/support_new_device","design/switch_kernel","design/tensor_array","design/var_desc","getstarted/build_and_install/build_from_source_en","getstarted/build_and_install/docker_install_en","getstarted/build_and_install/index_en","getstarted/build_and_install/pip_install_en","getstarted/index_en","howto/deep_model/rnn/index_en","howto/deep_model/rnn/rnn_config_en","howto/dev/build_en","howto/dev/contribute_to_paddle_en","howto/dev/new_layer_en","howto/dev/new_op_en","howto/dev/use_eigen_en","howto/dev/write_docs_en","howto/index_en","howto/optimization/cpu_profiling","howto/optimization/gpu_profiling_en","howto/read_source","howto/usage/cluster/cluster_train_en","howto/usage/cluster/fabric_en","howto/usage/cluster/k8s_aws_en","howto/usage/cluster/k8s_en","howto/usage/cluster/openmpi_en","howto/usage/cluster/src/k8s_data/README","howto/usage/cluster/src/k8s_train/README","howto/usage/cmd_parameter/arguments_en","howto/usage/cmd_parameter/detail_introduction_en","howto/usage/cmd_parameter/index_en","howto/usage/cmd_parameter/use_case_en","index_en","mobile/cross_compiling_for_android_en","mobile/cross_compiling_for_ios_en","mobile/cross_compiling_for_raspberry_en","mobile/index_en","survey/cluster_bootstrapping_tools","v1_api_tutorials/README","v1_api_tutorials/embedding_model/index_en","v1_api_tutorials/gan/index_en","v1_api_tutorials/imagenet_model/resnet_model_en","v1_api_tutorials/quick_start/index_en"],envversion:50,filenames:["api/index_en.rst","api/v1/data_provider/dataprovider_en.rst","api/v1/data_provider/pydataprovider2_en.rst","api/v1/index_en.rst","api/v1/predict/swig_py_paddle_en.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/evaluators.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/data/data_reader.rst","api/v2/data/dataset.rst","api/v2/data/image.rst","api/v2/fluid.rst","api/v2/fluid/data_feeder.rst","api/v2/fluid/evaluator.rst","api/v2/fluid/executor.rst","api/v2/fluid/initializer.rst","api/v2/fluid/layers.rst","api/v2/fluid/nets.rst","api/v2/fluid/optimizer.rst","api/v2/fluid/param_attr.rst","api/v2/fluid/profiler.rst","api/v2/fluid/regularizer.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/auto_gradient_check.md","design/block.md","design/build_system/README.md","design/cluster_train/README.md","design/cluster_train/checkpointing.md","design/cluster_train/data_dispatch.md","design/cluster_train/large_model_dist_train.md","design/cluster_train/master_server.md","design/cluster_train/pserver_client.md","design/cluster_train/remote_parameter_updater.md","design/cluster_train/save_model.md","design/cluster_train/submit-job.md","design/evaluator.md","design/executor.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/float16.md","design/fluid.md","design/functions_operators_layers.md","design/gan_api.md","design/graph.md","design/graph_survey.md","design/if_else_op.md","design/infer_var_type.md","design/kernel_hint_design.md","design/mkl/mkl_packed.md","design/mkl/mkldnn.md","design/model_format.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/ops/rnn.md","design/ops/sequence_decoder.md","design/optimizer.md","design/paddle_nccl.md","design/parameter_average.md","design/parameters_in_cpp.md","design/program.md","design/prune.md","design/python_api.md","design/reader/README.md","design/refactor/distributed_architecture.md","design/refactor/multi_cpu.md","design/refactor/parameter_server.md","design/refactor/session.md","design/refactorization.md","design/register_grad_op.md","design/regularization.md","design/releasing_process.md","design/scope.md","design/selected_rows.md","design/simple_op_design.md","design/support_new_device.md","design/switch_kernel.md","design/tensor_array.md","design/var_desc.md","getstarted/build_and_install/build_from_source_en.rst","getstarted/build_and_install/docker_install_en.rst","getstarted/build_and_install/index_en.rst","getstarted/build_and_install/pip_install_en.rst","getstarted/index_en.rst","howto/deep_model/rnn/index_en.rst","howto/deep_model/rnn/rnn_config_en.rst","howto/dev/build_en.md","howto/dev/contribute_to_paddle_en.md","howto/dev/new_layer_en.rst","howto/dev/new_op_en.md","howto/dev/use_eigen_en.md","howto/dev/write_docs_en.rst","howto/index_en.rst","howto/optimization/cpu_profiling.md","howto/optimization/gpu_profiling_en.rst","howto/read_source.md","howto/usage/cluster/cluster_train_en.md","howto/usage/cluster/fabric_en.md","howto/usage/cluster/k8s_aws_en.md","howto/usage/cluster/k8s_en.md","howto/usage/cluster/openmpi_en.md","howto/usage/cluster/src/k8s_data/README.md","howto/usage/cluster/src/k8s_train/README.md","howto/usage/cmd_parameter/arguments_en.md","howto/usage/cmd_parameter/detail_introduction_en.md","howto/usage/cmd_parameter/index_en.rst","howto/usage/cmd_parameter/use_case_en.md","index_en.rst","mobile/cross_compiling_for_android_en.md","mobile/cross_compiling_for_ios_en.md","mobile/cross_compiling_for_raspberry_en.md","mobile/index_en.rst","survey/cluster_bootstrapping_tools.md","v1_api_tutorials/README.md","v1_api_tutorials/embedding_model/index_en.md","v1_api_tutorials/gan/index_en.md","v1_api_tutorials/imagenet_model/resnet_model_en.md","v1_api_tutorials/quick_start/index_en.md"],objects:{"paddle.trainer.PyDataProvider2":{provider:[2,0,1,""]},"paddle.v2":{image:[15,2,0,"-"]},"paddle.v2.fluid":{regularizer:[26,2,0,"-"]},"paddle.v2.fluid.evaluator.Evaluator":{metrics:[18,1,1,""],states:[18,1,1,""]},"paddle.v2.fluid.regularizer":{L1DecayRegularizer:[26,3,1,""]},"paddle.v2.image":{batch_images_from_tar:[15,0,1,""],center_crop:[15,0,1,""],left_right_flip:[15,0,1,""],load_and_transform:[15,0,1,""],load_image:[15,0,1,""],load_image_bytes:[15,0,1,""],random_crop:[15,0,1,""],resize_short:[15,0,1,""],simple_transform:[15,0,1,""],to_chw:[15,0,1,""]}},objnames:{"0":["py","function","Python function"],"1":["py","attribute","Python attribute"],"2":["py","module","Python module"],"3":["py","class","Python class"]},objtypes:{"0":"py:function","1":"py:attribute","2":"py:module","3":"py:class"},terms:{"0000x":123,"00186201e":4,"00m":100,"03m":100,"0424m":100,"0473v3":9,"055ee37d":104,"0630u":100,"06u":100,"0810u":100,"08823112e":4,"0957m":100,"0_cudnn5":85,"0_cudnn5_avx_mkl":88,"0_cudnn7_avx_mkl":88,"0ab":8,"0rc":102,"0rc1":77,"0rc2":77,"0x10f256d50":51,"0x7ffe4de00110":51,"100gb":100,"100gi":104,"10g":41,"10m":100,"1150u":100,"11\u5b9e\u73b0\u4e86c":59,"11e6":105,"12194102e":4,"124n":100,"13m":105,"1490u":100,"15501715e":4,"1550u":100,"15mb":123,"16mb":123,"16u":100,"173m":122,"173n":100,"1770u":100,"18ad":104,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":105,"197u":100,"1gb":100,"1st":[21,120,122],"210u":100,"211839e770f7b538e2d8":9,"215n":100,"228u":100,"234m":122,"2520u":100,"252kb":123,"25639710e":4,"25k":123,"2680u":100,"27787406e":4,"279n":100,"27m":100,"285m":100,"2863m":100,"28m":100,"28x28":2,"2977m":100,"2cbf7385":104,"302n":100,"30u":100,"32777140e":4,"328n":100,"32u":100,"32x32":14,"331n":100,"3320u":100,"36540484e":4,"365e":104,"36u":100,"3710m":100,"3768m":100,"387u":100,"38u":100,"3920u":100,"39u":100,"3rd":115,"4035m":100,"4090u":100,"4096mb":110,"4279m":100,"43630644e":4,"43u":100,"448a5b355b84":105,"4560u":100,"4563m":100,"45u":100,"4650u":100,"4726m":100,"473m":105,"48565123e":4,"48684503e":4,"49316648e":4,"4gb":110,"50bd":104,"50gi":104,"51111044e":4,"514u":100,"525n":100,"526u":100,"53018653e":4,"536u":100,"5460u":100,"5470u":100,"54u":100,"5690m":100,"573u":100,"578n":100,"5798m":100,"586u":100,"58s":105,"5969m":100,"5_cudnn5_avx_mkl":88,"6080u":100,"6140u":100,"6305m":100,"639u":100,"64m":57,"655u":100,"6780u":100,"6810u":100,"682u":100,"6970u":100,"6ce9":104,"704u":100,"70634608e":4,"7090u":100,"72296313e":4,"72u":100,"73u":100,"75u":100,"760u":100,"767u":100,"783n":100,"784u":100,"78m":100,"7eamaa":14,"7kb":105,"8250u":100,"8300u":100,"830n":100,"849m":100,"85625684e":4,"861u":100,"8661m":100,"892m":100,"901n":100,"90u":100,"918u":100,"9247m":100,"924n":100,"9261m":100,"93137714e":4,"9330m":100,"94u":100,"9530m":100,"96644767e":4,"983m":100,"988u":100,"997u":100,"99982715e":4,"99m":122,"99u":100,"9a235":115,"9f18":105,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":44,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":34,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":44,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":44,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":77,"\u4e00\u822c\u7531mkl":56,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":44,"\u4e0a\u4f20\u65b9\u6cd5":77,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":44,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":35,"\u4e0b\u8f7d":44,"\u4e0b\u8f7d\u5230\u672c\u5730":44,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":59,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":44,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":58,"\u4e0d\u4f7f\u7528c":58,"\u4e0d\u4f7f\u7528swig":58,"\u4e0d\u540c":56,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":58,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":58,"\u4e0d\u5728":59,"\u4e0d\u5bb9\u6613\u51fa\u9519":44,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":58,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":58,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":58,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":35,"\u4e0e":56,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":44,"\u4e0e\u5176\u4ed6\u7b2c\u4e09\u65b9\u5e93\u4e00\u6837":56,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":77,"\u4e0e\u53ef\u80fd\u6709\u7684":77,"\u4e0ebatch":55,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":58,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":59,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":58,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":58,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":77,"\u4e2a\u6027\u5316\u63a8\u8350":77,"\u4e2d":[55,56,58,59],"\u4e2d\u4f1a\u63d0\u4f9b\u4e00\u4e9b\u5fc5\u8981\u7684\u63a5\u53e3\u548c\u51fd\u6570":56,"\u4e2d\u5199\u5165json\u5185\u5bb9":34,"\u4e2d\u5b8c\u5168\u4e00\u81f4":58,"\u4e2d\u5b9e\u73b0\u4e86\u4e00\u4e2amerge\u7684\u65b9\u6cd5":56,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":59,"\u4e2d\u5bf9\u5e94\u7684layer\u5904":55,"\u4e2d\u5f15\u5165\u7684":55,"\u4e2d\u63d0\u4f9b\u4e00\u4e2a\u4e0emkl\u6709\u5173\u7684\u603b\u5f00\u5173":56,"\u4e2d\u6839\u636e":55,"\u4e2d\u6dfb\u52a0":55,"\u4e2d\u6dfb\u52a0\u4e00\u4e2a":56,"\u4e2d\u7684\u7248\u672c\u4fe1\u606f":77,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":35,"\u4e3a":[55,56],"\u4e3a\u4e86\u5c3d\u53ef\u80fd\u5c11\u7684\u5728\u7236\u7c7blayer\u4e2d\u6dfb\u52a0\u53d8\u91cf\u6216\u8005\u51fd\u6570":56,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":44,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":59,"\u4e3a\u4e86\u66f4\u597d\u7684\u7b26\u5408paddlepaddle\u7684\u4ee3\u7801\u98ce\u683c":56,"\u4e3a\u4e86\u6700\u5927\u7a0b\u5ea6\u51cf\u5c11\u591a\u6b21\u8c03\u7528":55,"\u4e3a\u4e86\u8fdb\u4e00\u6b65\u63d0\u5347paddlepaddle\u5728\u57fa\u672c\u6570\u5b66\u8fd0\u7b97\u7684\u8ba1\u7b97\u901f\u5ea6":56,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":44,"\u4e3b\u8981\u5305\u62ec":56,"\u4e3b\u8981\u5305\u62ec\u4e86\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684\u6570\u5b66\u539f\u8bed\u4e0e\u64cd\u4f5c":56,"\u4e3b\u8981\u9488\u5bf9paddlepaddle\u5728\u91cd\u6784\u4e4b\u524d\u7684\u4ee3\u7801\u6846\u67b6\u4ee5\u53cav1\u7684api":56,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":59,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":58,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":59,"\u4e5f\u4e0d\u751f\u6210":59,"\u4e5f\u5c31\u662f\u8bf4\u8f93\u51fa\u7684\u7ed3\u679c\u4e0d\u4f1a\u5728\u539f\u6765\u7684\u6570\u636e\u4e0a\u7d2f\u52a0":56,"\u4e66\u5199":58,"\u4eba\u8138\u8bc6\u522b":35,"\u4ec5\u4ec5\u4f7f\u7528":58,"\u4ec5\u4f1a\u5728\u652f\u6301avx2\u6307\u4ee4\u96c6\u53ca\u4ee5\u4e0a\u7684\u673a\u5668\u624d\u4f7f\u7528mkl":56,"\u4ece":77,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":34,"\u4ece\u800c\u907f\u514d\u4e86packing\u5197\u4f59":55,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":34,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":59,"\u4ed6\u662f\u5c06":59,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":58,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":58,"\u4ee3\u8868\u8fd9\u4e2alayer\u662f\u7528\u4e8e\u8dd1\u5728mkl":56,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":35,"\u4ee3\u8868shard\u7684index":35,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":35,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":35,"\u4ee5\u4e0b":35,"\u4ee5\u4e0b\u7b80\u79f0rnn":55,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":44,"\u4ee5\u53ca":55,"\u4ee5\u53canumpi":35,"\u4ee5\u6b64\u8fbe\u5230\u6700\u597d\u7684\u6027\u80fd":56,"\u4ee5\u793a\u533a\u5206":[55,56],"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":34,"\u4f18\u5316\u524d":55,"\u4f18\u5316\u540e":55,"\u4f1a\u4ee5":[55,56],"\u4f1a\u4f7f\u7528\u76f8\u540c\u7684\u539f\u6570\u636e":55,"\u4f1a\u5148\u4e34\u65f6\u4fdd\u5b58\u5728":56,"\u4f1a\u5728":56,"\u4f1a\u5728\u7f16\u8bd1paddlepaddle\u7684\u65f6\u5019\u4e0b\u8f7d\u5e76\u7f16\u8bd1mkl":56,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":58,"\u4f1a\u5f15\u5165":56,"\u4f1a\u628acpu\u7684buffer\u5bf9\u9f50\u4e3a4096":56,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u5728":56,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":55,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":58,"\u4f1a\u81ea\u52a8\u4f7f\u7528mklml\u5e93\u4f5c\u4e3apaddlepaddle\u7684cblas\u548clapack\u5e93":56,"\u4f1a\u81ea\u52a8\u6839\u636e\u786c\u4ef6\u914d\u7f6e":56,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":35,"\u4f20\u5165":35,"\u4f46":59,"\u4f46\u4e0d\u66b4\u9732":59,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":77,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":77,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":59,"\u4f46\u662f\u5728mkl":56,"\u4f46\u662f\u5728paddlepaddle\u4e2d":56,"\u4f46\u662f\u6574\u4e2a\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u9700\u8981\u4efb\u4f55\u8f6c\u6362":56,"\u4f46\u662f\u6ce8\u610f\u7684\u662f":56,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":58,"\u4f5c\u4e3a\u53e6\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":56,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":35,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":58,"\u4f7f\u7528":[56,59,77],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":35,"\u4f7f\u7528\u52a8\u6001\u5e93":58,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":34,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":59,"\u4f7f\u7528\u7684\u53c2\u6570\u4e0epaddlepaddle\u7533\u8bf7\u7684buffer\u5171\u7528\u4e00\u5757\u5185\u5b58":56,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":59,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":34,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":58,"\u4f7f\u7528c":59,"\u4f7f\u7528c99\u505a\u63a5\u53e3":58,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":58,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":58,"\u4f7f\u7528regress":77,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":58,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":58,"\u4f7f\u7528void":58,"\u4f8b\u5982":[35,58,59,77],"\u4f8b\u5982\u5728deepspeech2":55,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":58,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":58,"\u4f8b\u5982\u5bf9\u4e8epython":58,"\u4f8b\u5982c":58,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":58,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":58,"\u4f8b\u5982python\u7684":58,"\u4f8b\u5982rnn":55,"\u4f9d\u6b21\u7c7b\u63a8":77,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":58,"\u4fee\u590d\u6240\u6709bug\u540e":77,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":77,"\u4fee\u590dubuntu":77,"\u4fee\u6539":[56,77],"\u4fee\u6539\u6210":77,"\u505a\u53ea\u8bfb\u6302\u8f7d":35,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":77,"\u505a\u63a5\u53e3":58,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":34,"\u5145\u5206\u53d1\u6325\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":55,"\u5145\u5206\u5c55\u73b0\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":56,"\u5148\u5b8c\u6210\u5bf9\u6743\u91cd\u7684packing\u64cd\u4f5c":55,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":59,"\u5171\u4eab\u5185\u5b58":56,"\u5171\u4eab\u540c\u4e00\u4e2a\u6743\u91cd":55,"\u5176\u4e2d":[58,77],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":59,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":77,"\u5176\u8f6c\u6362\u6b21\u6570\u51cf\u5c11\u81f3":55,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":59,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":59,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003mkl":56,"\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u6bd4\u5982":[55,56],"\u5177\u4f53\u7684\u5b8c\u6210\u72b6\u6001\u53ef\u4ee5\u53c2\u89c1":56,"\u5177\u4f53\u8bf7\u53c2\u8003":59,"\u5185\u90e8\u5b58\u50a8":56,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":58,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":58,"\u518d\u57fa\u4e8e":77,"\u518d\u628a\u5df2\u8f6c\u6362\u4e3apacked\u683c\u5f0f\u7684\u6570\u636e\u4f20\u9012\u7ed9\u90a3\u4e9b\u590d\u7528\u540c\u4e00\u6570\u636e\u7684gemm":55,"\u5199\u4ee3\u7801":58,"\u5199\u5165\u5feb\u7167\u6570\u636e":34,"\u51fd\u6570":[55,56],"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":35,"\u51fd\u6570\u540d\u4e3a":59,"\u51fd\u6570\u547d\u540d":58,"\u5206\u522b\u4ee3\u8868\u8f93\u5165\u6570\u636e":56,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":34,"\u5206\u652f":77,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":77,"\u5206\u652f\u4e2d":77,"\u5206\u652f\u4e3a\u5f00\u53d1":77,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":77,"\u5206\u652f\u4e3a\u7a33\u5b9a":77,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":77,"\u5206\u652f\u5408\u5165":77,"\u5206\u652f\u5408\u5165master\u5206\u652f":77,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":77,"\u5206\u652f\u540d\u4e3a":77,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":77,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":77,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":77,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":77,"\u5206\u7247":34,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":34,"\u5219\u5ffd\u7565":34,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":34,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":59,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":34,"\u521b\u5efa":56,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":34,"\u5230":34,"\u524d\u540e\u7684\u7f51\u7edc\u6027\u80fd":55,"\u529f\u80fd":44,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddlepaddle\u76ee\u524d\u7684":77,"\u52a8\u6001\u5e93":58,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":59,"\u5305\u62ec":[35,55,56],"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":34,"\u5305\u62ecmkl":56,"\u534f\u540c\u5b8c\u6210releas":77,"\u5355\u4e2a\u503c":35,"\u5355\u70b9\u6545\u969c":34,"\u5373":59,"\u5373\u4f7f\u7528":59,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":59,"\u5373\u4f7fc":59,"\u5373\u4f8b\u5982":59,"\u5373\u4fbfpaddl":59,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":59,"\u5373\u66b4\u9732":59,"\u5373\u8868\u793a\u4e0d\u9700\u8981\u8f6c\u6362":56,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":58,"\u539f\u6765\u7684\u65b9\u6848":56,"\u53c2\u6570":58,"\u53c2\u8003":[44,58],"\u53c8\u53ef\u4ee5\u907f\u514d\u4e0d\u5fc5\u8981\u7684\u8f6c\u6362":56,"\u53cc\u5411\u9a8c\u8bc1":44,"\u53d1\u5e03\u5230dockerhub":77,"\u53d1\u5e03\u5230github":77,"\u53d8\u91cf\u6765\u533a\u5206layer\u7684\u5c5e\u6027":56,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":34,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":59,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":58,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":34,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":34,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":58,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":35,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":34,"\u53ef\u4ee5\u7528":44,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":35,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":77,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":34,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":34,"\u5404\u6b21\u524d\u5411\u4e4b\u95f4\u4e5f\u90fd\u4f7f\u7528\u4e86\u76f8\u540c\u7684\u6743\u91cd":55,"\u540c\u4e00\u6b21\u524d\u5411":55,"\u540c\u65f6":[55,56],"\u540c\u65f6\u4f1a\u5f00\u542fintel":56,"\u540c\u65f6\u518d\u5c06":77,"\u540c\u65f6\u53c8\u5c3d\u53ef\u80fd\u5c11\u7684\u727a\u7272mkl":56,"\u540c\u65f6\u63d0\u8d77":77,"\u540c\u65f6\u6570\u636e\u683c\u5f0f\u5c31\u662f":56,"\u540d\u5b57\u4fee\u9970":58,"\u540e\u5411":55,"\u540e\u5411\u65f6\u590d\u7528\u5df2\u7ecf\u8f6c\u6362\u8fc7\u7684\u6743\u91cd":55,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":34,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":77,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":58,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":34,"\u548c":[35,55,56,58,59,77],"\u548c\u672a\u6765\u53ef\u80fd\u8fd8\u4f1a\u7528\u5230":56,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":35,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":34,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":34,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":58,"\u56e0\u6b64":55,"\u56fe\u50cf\u5206\u7c7b":77,"\u5728":[55,56,59,77],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":34,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":35,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":77,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":34,"\u5728\u5b9e\u73b0\u6bcf\u4e2a\u5b50\u7c7b\u7684\u65f6\u5019\u5c31\u4e0d\u9700\u8981\u5173\u5fc3\u5206\u652f\u7684\u4e8b\u60c5\u4e86":56,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":59,"\u5728\u5bf9\u5e94\u7684":55,"\u5728\u5c42\u521d\u59cb\u5316\u7684\u65f6\u5019":55,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":35,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":34,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":59,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":34,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":34,"\u5728\u6709\u666e\u901a\u7684cpu":56,"\u5728\u672c\u6587\u6863\u4e2d":44,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":35,"\u5728\u6837\u4f8b\u4e2d":59,"\u5728\u7528\u6237\u4f7f\u7528c":59,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":35,"\u5728\u8bad\u7ec3\u7ed3\u675f\u7684\u65f6\u5019\u518d\u4fdd\u5b58\u4e3apaddlepaddle\u7684\u683c\u5f0f":56,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":77,"\u5728\u8fd9\u4e2a":77,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":58,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":77,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":59,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":59,"\u5728\u91cd\u6784\u524d\u7684paddlepaddle\u4e2d":56,"\u5728\u95ee\u9898\u672c\u8eab\u7684\u8ba1\u7b97\u91cf\u6bd4\u8f83\u5c0f\u7684\u65f6\u5019":55,"\u5728batch":55,"\u5728c":58,"\u5728c\u7684\u5934\u6587\u4ef6":58,"\u5728packing\u4e0a\u7684\u8017\u65f6":55,"\u5728paddle\u4e4b\u4e0a\u8fd0\u884c\u7684\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u8f93\u51fa\u7684\u6a21\u578b\u4f1a\u63d0\u4f9b\u7ed9\u5728\u7ebf\u4eba\u8138\u8bc6\u522b\u7684\u5e94\u7528\u4f7f\u7528":35,"\u5728paramet":34,"\u5728rnn\u7684\u60c5\u51b5\u4e0b":55,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":59,"\u5747\u662f\u5728":59,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":44,"\u5916\u90e8\u5b58\u50a8":56,"\u591a\u4e2a\u503c":35,"\u591a\u4e2aparamet":34,"\u591a\u6b21\u8c03\u7528":55,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":58,"\u5982\u56fe\u4e2dtrainer":34,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":34,"\u5982\u679c\u4e0d\u9700\u8981\u5916\u90e8\u5b58\u50a8\u7528\u4e8e\u8f6c\u6362":56,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":58,"\u5982\u679c\u5728\u4f7f\u7528mkl":56,"\u5982\u679c\u5931\u8d25":77,"\u5982\u679c\u5b58\u5728\u6570\u636e\u6392\u5217\u683c\u5f0f\u4e0d\u4e00\u6837\u7684\u60c5\u51b5\u65f6":56,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":34,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":34,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":35,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":77,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":59,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":59,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":59,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":34,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":58,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":77,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":58,"\u5982\u679cmkl":56,"\u5982\u679cparamet":34,"\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5b9a\u4e49\u597d\u7684\u63a5\u53e3":56,"\u5b57\u6bb5\u8bbe\u4e3a":77,"\u5b57\u7b26\u4e32":35,"\u5b58\u50a8":35,"\u5b66\u4e60\u6210\u672c\u9ad8":58,"\u5b83\u4eec\u4e3b\u8981\u662f\u7528\u4e8e":56,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":35,"\u5b83\u53ea\u4f1a\u5305\u62ec\u751f\u6210\u597d\u7684\u52a8\u6001\u5e93\u548c\u5934\u6587\u4ef6":56,"\u5b83\u8d1f\u8d23\u51b3\u5b9a\u7f16\u8bd1\u65f6\u662f\u5426\u4f7f\u7528mklml\u548cmkl":56,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":59,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":44,"\u5b8c\u6210\u5e38\u7528layer\u7684mkl":56,"\u5b8c\u6210\u5e38\u89c1\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edcvgg":56,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":35,"\u5b9a\u4e49":56,"\u5b9a\u4e49\u4e00\u4e9b\u9664\u4e86layer\u548cmemory\u76f8\u5173\u7684\u7c7b\u548c\u51fd\u6570":56,"\u5b9e\u73b0\u5177\u4f53\u7684\u51fd\u6570\u529f\u80fd\u5373\u53ef":56,"\u5b9e\u73b0\u7b80\u5355":58,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":58,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":58,"\u5bf9\u4e8e\u540c\u6837\u8bbe\u7f6e\u7684\u7f51\u7edc\u6a21\u578b":55,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":58,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":58,"\u5bf9\u4e8e\u5e8f\u5217\u957f\u5ea6":55,"\u5bf9\u4e8e\u6709\u53c2\u6570\u7684\u5c42":56,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65b0\u52a0\u7684rnn":55,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":59,"\u5bf9\u4e8e\u6bcf\u79cdc":59,"\u5bf9\u65b0\u7684\u6743\u91cd\u8fdb\u884c\u8f6c\u6362\u7528\u4e8e\u4e0b\u6b21\u8fed\u4ee3":55,"\u5bf9\u6bd4":58,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u4e0e\u76f8\u5bf9\u5e94\u7684paddlepaddle\u539f\u6709lay":55,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u81ea\u8eab":55,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":59,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":77,"\u5bfb\u627e\u6709\u6ca1\u6709\u5176\u4ed6\u53ef\u4ee5\u4f18\u5316\u7684\u53ef\u80fd":56,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":59,"\u5c06":77,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":34,"\u5c06\u5927\u91cf\u7684":58,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":77,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":77,"\u5c0f\u4e8e\u67d0\u4e2a\u6bd4\u8f83\u5c0f\u7684\u9608\u503c\u8ba4\u4e3a\u901a\u8fc7":56,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":58,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":34,"\u5e73\u5747\u6545\u969c\u7387":34,"\u5e76\u4e14\u4f1a\u5199\u597d":56,"\u5e76\u4e14\u4f7f\u7528":59,"\u5e76\u4e14\u53ea\u9700\u8981\u5728\u5fc5\u8981\u7684\u65f6\u5019\u8f6c\u6362\u8fd9\u79cd\u683c\u5f0f":56,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":58,"\u5e76\u4e14\u5f53\u7f16\u8bd1\u65f6":55,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":44,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":44,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":58,"\u5e76\u4e14\u8f93\u5165\u8f93\u51fa\u90fd\u662f\u5171\u7528\u4e00\u5757\u5185\u5b58":56,"\u5e76\u5220\u9664":77,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":34,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":34,"\u5e76\u53d1\u5e03\u5230pypi":77,"\u5e76\u5728\u6bcf\u6b21\u6743\u91cd\u66f4\u65b0\u540e":55,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":35,"\u5e76\u5c06":77,"\u5e76\u5c06c":59,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":34,"\u5e76\u628a\u7ed3\u679c\u653e\u5230\u5f53\u524d\u5c42\u7684":56,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":58,"\u5e76\u6dfb\u52a0\u5934\u6587\u4ef6":55,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":35,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":77,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":77,"\u5efa\u8bae":77,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":59,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":77,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":77,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":77,"\u5f00\u5934":[55,56],"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":34,"\u5f15\u5165\u4e86\u4ee5\u4e0b\u56db\u4e2aapi":55,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":59,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":77,"\u5f53\u53ea\u505a\u63a8\u65ad":55,"\u5f53\u5f00\u542f":56,"\u5f53\u6253\u5f00":56,"\u5f53\u6570\u636e\u683c\u5f0f\u4e0epaddlepaddle\u9ed8\u8ba4\u7684":56,"\u5f53\u7136\u8fd9\u4e24\u8005\u4e5f\u53ef\u4ee5\u76f8\u7b49":56,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":59,"\u5f53\u7f51\u7edc\u51fa\u73b0\u5206\u652f\u4e14\u5728":56,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":44,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":58,"\u5f97\u4f7f\u7528":58,"\u5fc5\u8981":59,"\u5fc5\u987b\u5206\u522b\u4e0e":56,"\u60c5\u611f\u5206\u6790":77,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":59,"\u6211\u4eec\u4e5f\u5c06mklml\u5373":56,"\u6211\u4eec\u4f1a\u4fdd\u8bc1":56,"\u6211\u4eec\u4f1a\u5728\u7f51\u7edc\u8bad\u7ec3\u4e4b\u524d\u628a\u683c\u5f0f\u8f6c\u6362\u4e3amkl":56,"\u6211\u4eec\u4f1a\u5bf9\u6bd4\u5982\u4e0b2\u4e2a\u65b9\u9762":55,"\u6211\u4eec\u4f1a\u628amkl":56,"\u6211\u4eec\u4f1a\u6dfb\u52a0":[55,56],"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":58,"\u6211\u4eec\u51b3\u5b9a\u4f7f\u7528\u5df2\u6709\u7684":56,"\u6211\u4eec\u53ef\u4ee5\u5148\u5b8c\u6210\u5bf9\u539f\u6570\u636e\u7684packing\u64cd\u4f5c":55,"\u6211\u4eec\u603b\u7ed3\u51fa\u4e00\u4e9b\u7279\u522b\u9700\u8981\u6ce8\u610f\u7684\u70b9":56,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":35,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":44,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":58,"\u6211\u4eec\u8ba1\u5212\u5c06":55,"\u6211\u4eec\u8ba1\u5212\u5c06\u82f1\u7279\u5c14\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u6570\u5b66\u5e93":56,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":44,"\u6211\u4eec\u9009\u62e9":35,"\u6211\u4eec\u901a\u8fc7\u4f7f\u7528\u65b0\u5f15\u5165\u7684gemm":55,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":35,"\u6216\u8005":[56,58,59],"\u6216\u8005\u5c06\u8fd9\u53f0\u8282\u70b9\u8fc1\u79fb\u5230\u53e6\u4e00\u4e2a\u8282\u70b9\u5e76\u542f\u52a8\u5373\u53ef\u6062\u590d\u8bad\u7ec3\u4efb\u52a1":34,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":35,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":35,"\u6216activ":56,"\u6240\u4ee5":56,"\u6240\u4ee5\u4e0d\u5b58\u5728\u8fd9\u4e2a\u95ee\u9898":56,"\u6240\u4ee5\u5728":56,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":34,"\u6240\u4ee5\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a":56,"\u6240\u4ee5\u6574\u4f53\u4e0a":56,"\u6240\u4ee5\u6dfb\u52a0\u4e86\u5bf9\u5e94\u7684":56,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":44,"\u6240\u4ee5\u9700\u8981\u5f15\u5165\u4e00\u4e2a\u8f6c\u6362\u65b9\u6cd5":56,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":59,"\u6240\u6709\u5916\u90e8\u7684\u8f6c\u6362\u5de5\u4f5c\u90fd\u4f1a\u5728reset\u7cfb\u5217\u51fd\u6570\u4e2d\u90fd\u51c6\u5907\u597d":56,"\u6240\u6709\u7684":55,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":59,"\u6240\u6709\u76f8\u5173\u7684":55,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":59,"\u6240\u6709mkl":56,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":58,"\u624d\u80fd\u66f4\u597d\u7684\u53d1\u6325mkl":56,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":59,"\u628a":35,"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":35,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":34,"\u63a5\u53e3":[58,59],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":59,"\u63a5\u53e3\u662f":35,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":44,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mkl":56,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mklml\u5e93":56,"\u63a7\u5236\u7528\u6237\u6743\u9650":35,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":44,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":44,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":44,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":35,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":44,"\u6570\u636e":44,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":58,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":44,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":35,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":35,"\u6587\u4ef6":58,"\u6587\u4ef6\u4f20\u8f93\u7684\u7684\u5173\u952e\u5728\u4e8e\u9700\u8981pfsclient\u7aef\u5bf9\u6bd4source\u548cdestination\u7684\u6587\u4ef6chunks\u7684checksum\u662f\u5426\u4fdd\u6301\u4e00\u81f4":44,"\u6587\u4ef6\u5185\u5bb9\u4e3a":58,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":34,"\u6587\u4ef6\u5bf9\u5e94\u7684data":35,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":44,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":77,"\u65b0\u7248\u672c":56,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":77,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":44,"\u65b9\u4fbf\u7528\u6237\u5728python\u7aef\u9009\u62e9\u662f\u5426\u542f\u7528\u8fd9\u4e2a\u529f\u80fd":55,"\u65b9\u4fbf\u7528\u6237\u9009\u62e9\u4f7f\u7528mkl":56,"\u65b9\u5f0f\u7c7b\u4f3c\u4e8e":56,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":58,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":35,"\u65e0\u8bba\u662f\u4ece":35,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":35,"\u65e0\u8bba\u662f\u91cd\u6784\u524d\u7684layer\u8fd8\u662f\u91cd\u6784\u540e\u7684op":56,"\u65f6":[34,55,56],"\u65f6\u4e00\u8d77\u66f4\u65b0":56,"\u662f":[44,56],"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":58,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":59,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":58,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":59,"\u662f\u5426\u6253\u5f00":55,"\u662f\u56e0\u4e3ac99\u652f\u6301":58,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":44,"\u662f\u6307":59,"\u662f\u7528\u6237\u4f7f\u7528c":59,"\u662fc":59,"\u663e\u5f97\u76f8\u5bf9\u6765\u8bf4\u8f83\u4e3a\u8017\u65f6":55,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":34,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":59,"\u6700\u540e\u5220\u9664":77,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":58,"\u6709\u6548\u63d0\u5347paddlepaddle\u5728\u82f1\u7279\u5c14\u67b6\u6784\u4e0a\u7684\u6027\u80fd":[55,56],"\u6709\u6807\u51c6\u7684":58,"\u6709\u7684\u65f6\u5019":58,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":77,"\u672c\u6587\u6863\u63cf\u8ff0paddl":59,"\u673a\u5668\u7ffb\u8bd1":77,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":34,"\u6765\u51b3\u5b9a\u662f\u5426\u5f00\u542fmkl":55,"\u6765\u5b9e\u73b0":56,"\u6765\u786e\u4fdd\u628a":58,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":58,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":35,"\u6765\u8fdb\u884c\u8ba8\u8bba":59,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":77,"\u683c\u5f0f\u4e0d\u5339\u914d\u65f6":56,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":34,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":34,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":34,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":58,"\u6b21\u8fed\u4ee3\u6267\u884c\u7684\u8f6c\u6362\u6b21\u6570\u4e3a":55,"\u6b64\u65f6\u6bcf\u4e2a\u5c0f\u5206\u652f\u7684":56,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":34,"\u6bcf\u4e00\u4e2a":77,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":35,"\u6bcf\u4e2a":56,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":35,"\u6bcf\u4e2a\u6d4b\u8bd5\u4f1a\u5bf9\u6bd4paddlepaddle\u4e2dcpu\u7b97\u51fa\u7684\u7ed3\u679c\u4e0emkl":56,"\u6bcf\u4e2adata":35,"\u6bcf\u4e2amkldnnlayer\u90fd\u5305\u542b\u7528\u4e8e\u5185\u90e8\u5b58\u50a8\u548c\u5916\u90e8\u5b58\u50a8\u7684\u4e00\u7cfb\u5217mkldnnmatrix":56,"\u6bcf\u4e2aparamet":34,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":34,"\u6bcf\u6b21\u8c03\u7528\u65f6\u5bf9\u539f\u6570\u636e\u7684\u91cd\u590dpacking\u4fbf\u6210\u4e3a\u4e86\u5197\u4f59":55,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":35,"\u6bcf\u969410\u5206\u949f":34,"\u6bd4\u5982":[35,56],"\u6bd4\u5982\u53ef\u80fd\u4f1a\u7528openmp\u6539\u8fdbsgd\u7684\u66f4\u65b0\u6027\u80fd":56,"\u6bd4\u5982\u5c06":77,"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":34,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":35,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":35,"\u6ca1\u6709\u5fc5\u8981\u5728\u6bcf\u6b21\u524d\u5411\u4e2d\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8ba1\u7b97\u65f6\u5bf9\u6743\u91cd\u8fdb\u884c\u91cd\u590d\u7684packing\u64cd\u4f5c":55,"\u6ce8":34,"\u6ce8\u518clayer\u7684\u65f6\u5019\u4fdd\u8bc1":[55,56],"\u6ce8\u610f":56,"\u6d4b\u8bd5\u5206\u4e3a\u6bcf\u4e2alayer":56,"\u6d4b\u8bd5\u7684\u6027\u80fd\u5bf9\u6bd4\u7ed3\u679c\u4f1a\u5728":56,"\u6d4b\u8bd5docker\u955c\u50cf":77,"\u6d6e\u70b9\u578b\u6570\u636e":35,"\u6df1\u5165paddlepaddl":56,"\u6dfb\u52a0":55,"\u6dfb\u52a0\u7684\u76f8\u5173\u6587\u4ef6\u548c\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":[55,56],"\u6fc0\u6d3b\u51fd\u6570\u662f\u72ec\u7acb\u4e8e":56,"\u7136\u540e\u5728\u524d\u5411":55,"\u7136\u540e\u5728etcd\u7684":34,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":44,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":44,"\u7248\u672c\u5206\u652f":77,"\u7248\u672c\u53f7":77,"\u7248\u672c\u53f7rc":77,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":77,"\u7279\u6709\u7684\u8bbe\u5907id":56,"\u73b0\u9636\u6bb5\u7684\u4f18\u5316\u4e3b\u8981\u9488\u5bf9":55,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":58,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":35,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":35,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":58,"\u751f\u6210\u6587\u6863":58,"\u751f\u6210\u7684":35,"\u751f\u6210\u7ed9\u5b9a":35,"\u751f\u6210api\u6587\u6863":58,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":44,"\u7528":44,"\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":56,"\u7528\u4e8e\u7ba1\u7406mkl":56,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528\u76f8\u5173\u529f\u80fd":55,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528mkl":56,"\u7528\u4e8emkl":[55,56],"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":35,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":35,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":59,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":35,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":59,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":35,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":44,"\u7528\u6237\u901a\u8fc7c":59,"\u7531\u4e8e\u5728\u73b0\u6709\u7684\u67d0\u4e9b\u60c5\u51b5\u4e0b":55,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":34,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":34,"\u7531\u4e8ec":58,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":44,"\u7531\u4e8emkl":56,"\u7531\u4e8epypi":77,"\u7531\u5206\u652f\u5904\u7684layer\u8d1f\u8d23\u6c42\u548c":56,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":44,"\u7684\u4e00\u4e2a\u5b50\u96c6":56,"\u7684\u4fe1\u606f":56,"\u7684\u5355\u5143\u6d4b\u8bd5\u548c\u7b80\u5355\u7f51\u7edc\u7684\u6574\u4f53\u6d4b\u8bd5":56,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":58,"\u7684\u57fa\u672c\u903b\u8f91":56,"\u7684\u5934\u6587\u4ef6":58,"\u7684\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5185\u90e8\u5b58\u50a8\u5c31\u53ef\u4ee5\u4e86":56,"\u7684\u60c5\u51b5\u4e0b":55,"\u7684\u63a5\u53e3\u6837\u5f0f":58,"\u7684\u6570\u636e\u6d41\u56fe":35,"\u7684\u65f6\u5019":56,"\u7684\u683c\u5f0f\u59cb\u7ec8\u662f":56,"\u7684\u683c\u5f0f\u5b58\u50a8":56,"\u7684\u6982\u5ff5":56,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":58,"\u7684\u7ed3\u679c":55,"\u7684\u7f29\u5199":44,"\u7684\u7f51\u7edc\u6a21\u578b":55,"\u7684\u89c4\u8303":58,"\u7684\u89d2\u5ea6":35,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":35,"\u7684flag":[55,56],"\u7684vanilla":55,"\u76ee\u524d\u53ea\u8003\u8651":56,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":34,"\u76ee\u524d\u5728paddlepaddle\u4e2d":56,"\u76ee\u524d\u5728paddlepaddle\u4e2d\u6570\u636e\u90fd\u662f\u4ee5":56,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":58,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":44,"\u76ee\u524d\u7684\u4f18\u5316":56,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":58,"\u76ee\u524dpaddlepaddle\u91c7\u7528\u4e86":55,"\u76ee\u5f55\u4e0b":59,"\u76ee\u5f55\u4e0b\u5bf9\u5e94\u7684\u5730\u65b9":56,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":58,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":59,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":58,"\u76f8\u5173\u5c42":55,"\u77e9\u9635\u5927\u5c0f\u662f":55,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":58,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":58,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":34,"\u79bb\u7ebf\u6279\u5904\u7406":35,"\u7b2c\u4e00\u4e2atag\u4e3a":77,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":77,"\u7b2c\u4e8c\u4e2a\u4e3a":77,"\u7b49":[56,59],"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":59,"\u7b49\u6587\u4ef6":59,"\u7c7b\u4f3c":59,"\u7c7b\u540d\u548cc":58,"\u7c7b\u578b":58,"\u7ea2\u697c\u68a6":120,"\u7ed3\u8bba":58,"\u7edf\u4e00\u7528":35,"\u7f16\u8bd1\u5668\u6ca1\u6709":58,"\u7f16\u8bd1\u578b\u8bed\u8a00":58,"\u7f16\u8bd1\u65f6\u4f1a\u628a\u5bf9\u5e94\u7684\u5934\u6587\u4ef6\u548c\u5e93\u653e\u5728":56,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":77,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":77,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":77,"\u7f16\u8bd1c":59,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":77,"\u7f16\u8bd1ubuntu\u7684deb\u5305":77,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":59,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":58,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":59,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":44,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":34,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":58,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":58,"\u800c\u5bf9\u4e8egolang":58,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":58,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":59,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":35,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":58,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":34,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":59,"\u826f\u597d\u7684\u6587\u6863":58,"\u8282\u7701\u4e86\u4e0d\u5fc5\u8981\u7684\u64cd\u4f5c":56,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":34,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":59,"\u8868\u793a\u5bf9\u8f93\u5165\u6570\u636e":56,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":58,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":58,"\u8ba1\u5212\u5728":[55,56],"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":34,"\u8ba9paddle\u6838\u5fc3\u4e2d":59,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":34,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":77,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":77,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":77,"\u8bbe\u7f6e":59,"\u8bc6\u522b\u6570\u5b57":77,"\u8bcd\u5411\u91cf":77,"\u8be5\u6587\u4ef6\u5bf9\u76f8\u5173gemm":55,"\u8be5\u7c7b\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":56,"\u8be6\u7ec6\u8bbe\u8ba1":44,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":77,"\u8bf4\u660e":34,"\u8bf7\u53c2\u8003":59,"\u8f6c\u6362\u5185\u5b58\u7684\u5de5\u4f5c":56,"\u8f6c\u6362\u5197\u4f59":55,"\u8f6c\u6362\u51fd\u6570":56,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":35,"\u8f6c\u6362\u8017\u65f6":55,"\u8f93\u5165\u68af\u5ea6":56,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6":56,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6\u7684\u8f6c\u6362":56,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":34,"\u8fc7\u7a0b\u4e2d\u6240\u6709\u65f6\u95f4\u6b65":55,"\u8fd1\u671f\u76ee\u6807":56,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":77,"\u8fd8\u662f\u4ece":35,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":59,"\u8fd9\u4e00\u6570\u636e\u683c\u5f0f\u7684\u8f6c\u6362\u64cd\u4f5c":55,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":59,"\u8fd9\u4e09\u4e2a\u5206\u652f":77,"\u8fd9\u4e2a\u51fd\u6570\u672c\u8eab\u4f1a\u5728\u8ba1\u7b97\u524d\u5c06\u539f\u6570\u636e\u8f6c\u6362\u4e3a\u66f4\u9002\u5408\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u5185\u90e8\u683c\u5f0f":55,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":59,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":59,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":59,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":58,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":58,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":59,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":59,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":59,"\u8fd9\u4e2a\u9009\u62e9":[55,56],"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":59,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":35,"\u8fd9\u4e9b\u4f1a\u5728":[55,56],"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u6839\u636e\u8f93\u5165\u53c2\u6570\u91cd\u65b0\u8bbe\u7f6e\u5185\u90e8\u548c\u5916\u90e8\u5b58\u50a8":56,"\u8fd9\u4e9b\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1\u901a\u5e38\u4f1a\u628a\u6570\u636e\u5207\u5272\u6210\u591a\u4e2a\u5206\u7247\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u5728\u591a\u4e2a\u8282\u70b9\u4e4b\u4e0a":35,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":58,"\u8fd9\u662f\u56e0\u4e3a":58,"\u8fd9\u6837":59,"\u8fd9\u6837\u4e0b\u4e00\u4e2acpu":56,"\u8fd9\u6837\u4fdd\u8bc1":77,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":35,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":44,"\u8fd9\u6837\u5e26\u6765\u7684\u597d\u5904\u5c31\u662f\u4e0d\u9700\u8981\u4e00\u76f4\u6e05\u7a7amemori":56,"\u8fd9\u6837\u65e2\u4f7f\u5f97\u6700\u7ec8\u4fdd\u5b58\u7684\u53c2\u6570\u683c\u5f0f\u4e0epaddlepaddle\u4e00\u81f4":56,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":58,"\u8fd9\u91cc":56,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":34,"\u8fdb\u4e00\u6b65\u4f18\u5316":56,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":77,"\u9009\u62e9\u662f\u5426\u7f16\u8bd1mkl":56,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":44,"\u901a\u5e38":59,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":34,"\u901a\u8fc7\u4f7f\u7528\u8fd9\u4e9bapi":55,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":59,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":44,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":77,"\u90a3\u4e48":59,"\u90a3\u4e48\u5bf9\u5e94\u7684\u5185\u90e8\u5b58\u50a8\u4e5f\u4f1a\u4e0e\u5b83\u4eec\u5171\u4eab\u5185\u5b58":56,"\u90a3\u4e48\u5c31\u4f1a\u4f7f":56,"\u90fd\u4e0d\u4f1a\u60f3\u8981\u77e5\u9053next":56,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":35,"\u90fd\u662f\u4ee5ext\u5f00\u5934":56,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":58,"\u90fd\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":55,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":44,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":34,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":58,"\u91cc\u9762\u6dfb\u52a0":56,"\u91cd\u5199\u7236\u7c7blayer\u7684":56,"\u91cd\u547d\u540d\u6210":58,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":58,"\u9519\u8bef\u5904\u7406":58,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":58,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":58,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":59,"\u96c6\u6210\u5230":55,"\u96c6\u6210\u5230paddlepaddl":56,"\u9700\u8981":35,"\u9700\u8981\u4fee\u6539build":77,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":44,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":59,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":77,"\u9700\u8981\u5f15\u7528":59,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":58,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[56,77],"\u9700\u8981\u7d2f\u52a0\u4e0d\u540clayer\u4f20\u8fc7\u6765\u7684\u68af\u5ea6":56,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":59,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":77,"\u9ed8\u8ba4256k":44,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a":55,"abstract":[43,47,64,76,78,94,110],"api\u4e2d\u4f7f\u7528":58,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":59,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":59,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":59,"api\u63a5\u53e3":44,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":59,"api\u65f6":59,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":59,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":59,"api\u66b4\u9732\u7684\u7c7b\u578b":59,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":59,"api\u7684\u5b9e\u4f8b":59,"api\u7684\u5b9e\u73b0\u7ec6\u8282":59,"api\u7684\u63a5\u53e3":59,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":59,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":59,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":59,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":59,"apis\u505a\u4e86\u5c01\u88c5":55,"block\u6784\u6210\u4e00\u4e2amodel":34,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":77,"boolean":[21,43,45,52,58],"break":[13,32,83,123],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":77,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":77,"byte":[15,44,57],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":58,"c\u6709\u6807\u51c6\u7684abi":58,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":58,"case":[8,20,21,36,43,47,59,64,67,69,70,74,91,94,95,100,104,111,118,121,123],"char":38,"class":[4,5,6,7,8,9,10,11,13,14,18,20,23,26,28,29,31,42,46,47,48,50,51,53,58,61,62,66,70,74,75,76,78,79,80,81,83,95,96,101,109],"compute\u51fd\u6570":55,"const":[31,36,38,46,53,54,65,67,75,78,80,81,82,83,94,95,96],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":59,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":59,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":59,"core\u6982\u5ff5":59,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":35,"deb\u5305":77,"deb\u5305\u7f16\u8bd1\u95ee\u9898":77,"default":[2,6,7,8,9,10,11,13,14,15,18,21,25,28,29,31,32,49,53,57,60,67,68,78,79,80,84,85,86,88,92,93,95,99,102,103,104,105,110,112,114,115,116,118,123],"device\u5c31\u80fd\u62ff\u5230\u6b63\u786e\u7684\u6570\u636e":56,"dnn\u4e09\u8005\u5173\u7cfb\u5982\u4e0b\u8868":56,"dnn\u4e2d\u7684":56,"dnn\u4e2d\u7684\u6392\u5217\u65b9\u5f0f\u4e0d\u6b62\u8fd9\u4e00\u79cd":56,"dnn\u4f1a\u4f5c\u4e3a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":56,"dnn\u4f1a\u7528\u5230":56,"dnn\u5171\u540c\u4f7f\u7528":56,"dnn\u524d\u540e\u7684cnn\u7f51\u7edc\u6027\u80fd":56,"dnn\u5728\u53d1\u5e03":56,"dnn\u5b9e\u73b0":56,"dnn\u5e0c\u671b\u7684\u683c\u5f0f":56,"dnn\u6570\u636e\u7684\u4e0d\u540c\u683c\u5f0f\u4ee5\u53ca\u76f8\u4e92\u4e4b\u95f4\u7684\u8f6c\u6362":56,"dnn\u7684":56,"dnn\u7684\u5e93\u76ee\u524d\u53ea\u6709\u52a8\u6001\u5e93":56,"dnn\u7684\u6027\u80fd":56,"dnn\u7684\u60c5\u51b5\u4e0b":56,"dnn\u7684\u64cd\u4f5c\u90fd\u662f\u76f4\u63a5\u8986\u76d6\u7684\u5f62\u5f0f":56,"dnn\u7684\u6d4b\u8bd5":56,"dnn\u7684\u73af\u5883\u4e0b":56,"dnn\u7684\u76f8\u5173\u529f\u80fd":56,"dnn\u7684\u7ed3\u679c":56,"dnn\u7684\u9ad8\u6027\u80fd\u683c\u5f0f\u4e0epaddlepaddle\u539f\u6709\u7684":56,"dnn\u7684layer":56,"dnn\u7684layers\u90fd\u4f1a\u7ee7\u627f\u4e8e":56,"enum":[36,38,66,79,80,84],"export":[47,51,86,97,102],"final":[8,9,30,51,60,61,83,94,95],"float":[2,6,7,8,10,13,21,46,53,80,81,82,94,95,96,100,112,120,122],"function":[2,4,8,9,13,21,26,29,31,33,37,38,39,41,42,46,47,50,53,60,61,64,65,66,67,69,70,72,74,75,76,78,80,82,83,91,94,95,96,99,100,102,110,118,121,123],"golang\u53ef\u4ee5\u4f7f\u7528":58,"golang\u7684":58,"h\u5e76\u4e0d\u56f0\u96be":58,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":35,"import":[2,4,7,8,29,31,32,49,51,52,60,61,66,72,78,88,89,91,95,100,102,104,116,120,121,122,123],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":44,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":35,"instance\u5305\u6db5\u4e24\u4e2a\u503c":35,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":35,"int":[2,6,7,8,9,13,14,15,21,31,36,37,38,41,52,53,55,56,58,59,66,68,69,71,79,80,81,83,84,94,96,102,112,123],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":58,"layer\u65f6":56,"layer\u7684\u540e\u9762\u63a5\u6709cpu":56,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":77,"long":[1,8,9,13,47,100],"mkl\u5e93\u7684":55,"mklml\u4ee5\u53camkl":56,"mklml\u53ef\u4ee5\u4e0emkl":56,"mklml\u7684\u5e93\u76ee\u524d\u90fd\u662f\u52a8\u6001\u5e93":56,"mode\u4e0b\u7684\u7ed3\u679c":55,"model\u505a\u5206\u652f\u7ba1\u7406":77,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":35,"new":[2,8,13,30,31,32,33,36,37,38,39,40,46,47,55,61,64,68,69,70,73,74,76,80,83,89,92,93,98,104,105,118,121,123],"note\u7684\u4e66\u5199":77,"null":[51,94,110],"op\u7684\u4fe1\u606f":56,"openmp\u7528\u4e8e\u63d0\u9ad8mklml\u7684\u6027\u80fd":56,"org\u76ee\u524d\u9075\u5faa":77,"packed\u4f18\u5316\u540elayer\u7684\u6d4b\u8bd5":55,"packed\u76f8\u5173\u529f\u80fd":55,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":58,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":58,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":58,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":58,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":59,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":58,"paddle\u7684c":59,"paddle\u8bad\u7ec3\u4efb\u52a1":35,"paddle\u8def\u5f84\u4e0b":59,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":58,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":59,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":58,"paddle_\u7c7b\u578b\u540d":59,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":59,"paddlepaddle\u4e2d\u7684cudnn\u90e8\u5206\u4f7f\u7528\u7684\u4e5f\u662f":56,"paddlepaddle\u4f7f\u7528git":77,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":77,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":35,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":77,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":77,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":77,"paddlepaddle\u7684activation\u4f1a\u76f4\u63a5\u4f7f\u7528":56,"patch\u53f7":77,"patch\u53f7\u52a0\u4e00":77,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":44,"pfsclient\u9700\u8981\u5728\u4f20\u8f93\u5b8c\u6bd5\u6700\u540e\u4e00\u4e2achunk\u7684\u65f6\u5019\u68c0\u67e5destination\u6587\u4ef6\u7684md5\u503c\u662f\u5426\u548csource\u6587\u4ef6\u4e00\u81f4":44,"pfsserver\u63d0\u4f9brest":44,"public":[14,18,31,46,48,53,75,78,80,81,83,94,95,96,102,104,105],"py\u4e2d":77,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":77,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":35,"reader\u8f93\u51fa\u7684data":35,"release\u9875\u9762":77,"resnet\u7684mkl":56,"return":[2,6,7,8,9,11,13,14,15,18,21,23,28,29,30,31,35,36,38,41,42,46,48,49,51,53,54,60,61,62,66,67,68,70,73,75,78,80,81,83,91,94,95,96,104,121,122,123],"rnn\u90e8\u5206\u4e2d":55,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":35,"server\u4e4b\u4e0a":34,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":34,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":34,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":34,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":34,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":34,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":34,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":34,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":34,"server\u751f\u6210\u4e00\u4e2auuid":34,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":34,"server\u7684\u6570\u636e\u5feb\u7167":34,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":34,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":34,"short":[8,9,46,49,68,78,83,95],"static":[28,38,59,78,80,104,115,118],"super":[68,94],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":58,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":58,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":58,"swig\u76f4\u63a5\u8bfb\u53d6c":58,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":58,"switch":[31,59,73,104],"tag\u4e3a":77,"throw":104,"true":[2,6,7,8,9,10,11,13,15,20,21,28,29,31,36,47,52,55,62,66,67,69,77,80,83,91,94,102,104,110,112,122],"try":[32,33,36,37,38,47,51,69,78,86,88,92,100,115,121],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":59,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":77,"var":[31,48,50,52,62,66,67,68,74,78,83,97],"void":[31,36,38,43,46,48,53,57,58,59,66,67,79,80,81,82,94,95,96],"wheel\u5305":77,"while":[1,2,6,13,21,31,40,47,51,54,61,64,65,69,76,78,81,91,95,96,110,121,123],AGE:[104,105],AWS:[13,35,102,107,108],And:[2,7,8,10,13,14,15,21,28,30,36,40,41,43,49,51,63,69,78,81,91,104,112,120,122],But:[2,8,9,13,21,30,48,54,78,88,93,102,118],EOS:8,For:[1,2,7,8,9,10,13,21,28,29,31,37,38,39,41,42,47,48,50,53,57,60,61,64,65,66,67,68,69,70,73,74,75,76,79,80,81,82,84,85,86,89,91,93,94,95,96,99,100,109,110,112,114,116,118,120,122,123],Has:2,IDE:[92,115],IDs:[14,21,40,61,123],IPs:102,IRs:70,Ids:123,Into:104,Its:[2,7,79,91,95,104],K8s:118,NMS:8,NOT:[68,95],Not:[29,33,88,118],ONE:2,OPs:[70,72],One:[7,9,21,28,30,40,57,73,78,82,91,94,110,121,123],Ops:[74,76,80,95],PFS:44,PRs:97,QoS:105,Such:[53,68,83],THE:2,TLS:[29,44,104],That:[8,13,63,86,110,112],The:[1,2,4,5,6,7,8,9,10,13,14,15,18,21,25,28,29,30,32,33,37,39,40,41,42,45,46,51,54,57,59,60,61,63,64,66,67,68,69,70,72,73,76,78,79,80,81,82,83,84,86,88,91,92,93,94,95,96,97,99,100,101,102,103,104,105,110,112,114,119,120,121,122,123],Their:[2,8,33],Then:[4,8,9,48,53,63,67,85,86,88,91,94,99,100,102,104,105,106,120],There:[7,8,14,21,28,29,31,32,33,38,40,41,45,46,47,51,60,61,64,65,68,70,76,78,79,81,95,100,104,114,115,121,122,123],These:[7,15,31,46,50,62,76,79,80,85,102,112],Use:[2,7,13,29,45,69,71,74,85,94,99,100,104,110,111,116],Used:[9,18,22,74,81],Useful:2,Uses:115,Using:[33,47,64,69,74,76,78,87,92,96,105],VMs:92,VPS:104,WITH:116,Will:[13,28],With:[2,8,9,47,63,66,83,121],YES:41,Yes:[56,86,92],___fc_layer_0__:104,__align__:46,__cuda_align__:46,__device__:46,__doc__:80,__file__:41,__forceinline__:46,__fp16:46,__global__:46,__gradient_machines__:28,__hadd:46,__half:46,__half_raw:46,__impl__:80,__init__:[42,49,62,68,83,94,99],__main__:[49,122],__metaclass__:95,__name__:[49,122],__param_conf__:28,__rnn_step__:91,__tmp_params__:28,__va_args__:75,__x:46,_binari:32,_create_global_var:68,_dtype:51,_error:121,_librari:32,_link:9,_loss:49,_op:[51,95],_proj:8,_res2_1_branch1_bn:122,_source_language_embed:[91,120],_target_language_embed:[91,120],_test:32,_update_op:42,_value_index:51,a75:46,a_op:95,aaaaa:35,aaaaaaaaaaaaa:104,abbrevi:15,abc:8,abi:114,abil:49,abl:[8,29,53,62,68,70,73,84,118,121],about:[4,9,15,31,32,41,45,60,69,70,78,80,81,86,88,89,95,99,100,104,109,110,114,116],abov:[2,4,7,8,21,29,31,32,33,37,46,47,48,50,60,61,62,63,64,66,68,70,73,80,83,86,87,89,92,93,95,96,99,100,104,105,114,118,121,122,123],abs:[9,20,30,49,121],abs_numerical_grad:30,absolut:[1,86,114,116],acceler:[8,34,56,63,64,86,112],accept:[2,4,6,8,13,21,29,74,114,123],access:[1,8,9,21,29,32,37,40,41,68,70,88,91,102],accessmod:104,accessor:68,accord:[1,2,7,8,15,21,30,38,50,61,70,72,74,83,95,102,109,110,112],accordingli:[4,7,8,94],account:[74,93,118],accrodingli:36,accumul:[33,38,42,63,64],accur:[30,40],accuraci:[7,18,42,94,123],achiev:[63,64,81,100],ack:110,acquir:47,across:[8,13,60],act1:51,act2:51,act:[8,9,21,22,31,51,61,68,70,73,83,89,91,101,123],act_output:80,act_typ:[51,123],action:[70,104],activ:[4,9,21,27,32,51,61,68,70,76,80,89,91,94,96,97,110,123],activi:9,actual:[2,8,36,47,49,51,64,80,81,82,96],actual_kernel_typ:82,adadelta:123,adagrad:[23,64,79,123],adagradoptim:62,adam:[23,29,38,49,123],adamax:[23,123],adamoptim:[120,123],adapt:[7,10,21,28],add:[2,8,9,13,20,21,23,26,28,30,31,32,36,40,42,46,48,52,54,62,64,67,68,70,72,74,76,78,85,92,93,94,95,96,100,101,112,116,123],add_activ:68,add_bia:68,add_depend:32,add_execut:32,add_input:[60,94],add_memori:60,add_output:60,add_scalar:[31,61,66],add_sum:68,add_test:[32,94],add_two:[31,60],add_unittest_without_exec:94,addattr:[80,95],addbia:94,addcom:[80,95],added:[2,7,8,18,26,28,31,46,63,64,72,76,93,94,95],adding:[76,93,122],addinput:[80,95],addit:[8,9,63,74,76,83,95,96,123],addition:60,addop:[48,96],addoutput:95,addr:33,address:[33,38,70,73,86,100,102,103,106,110,118],addrow:94,addtolay:8,addtyp:80,admin:118,administr:[40,92,118],adopt:[46,49],advanc:[30,91,100,110],advantag:[30,46,47,64,69,102],adversari:[49,69],advic:100,affect:[8,31],affili:61,afford:37,afi:2,aforement:32,after:[8,9,14,15,31,32,37,38,40,43,45,46,63,65,68,70,71,72,85,86,91,93,94,95,96,99,102,103,104,105,110,112,114,115,121,122,123],again:[29,33,64,100],against:104,age:14,agg_level:8,aggreg:[42,63,104],ago:32,aid:100,alexnet_pass1:112,alexnet_pass2:112,algorithm:[8,10,21,37,61,64,76,82,91,120],alia:[5,6,8,21],align:[8,9,13],all:[2,6,7,8,18,20,21,28,29,31,32,33,36,38,40,41,43,45,47,49,50,51,54,57,59,60,61,62,63,64,66,68,70,71,73,74,80,81,86,91,92,94,96,100,101,102,103,104,105,109,110,112,114,115,116,118,120,121,122,123],alloc:[6,38,41,81,94,96,101,112],allow:[29,38,47,64,70,76,93,94,100,104,110,123],allow_only_one_model_on_one_gpu:[109,110,112],allreduc:63,almost:[92,103,120],along:[15,21],alpha:[32,76],alreadi:[32,33,47,68,70,72,78,86,100,103,104,110,116],alreali:109,also:[1,2,8,9,14,21,29,31,32,36,39,46,47,48,49,50,51,54,60,61,64,65,66,67,68,69,76,78,80,81,83,85,86,88,91,92,94,95,97,100,102,105,114,118,121,122,123],altern:[95,99],although:63,altogeth:118,alwai:[4,8,9,28,32,57,73,79,104,110],amazon:[104,105,123],amazonaw:104,amazonec2fullaccess:104,amazonelasticfilesystemfullaccess:104,amazonroute53domainsfullaccess:104,amazonroute53fullaccess:104,amazons3fullaccess:104,amazonvpcfullaccess:104,ambigu:69,amd64:104,amend:93,among:[21,104],amort:63,amount:[21,100],analysi:[99,100],analyz:123,ancestor:[66,68],andd:104,android:[116,117],android_abi:114,android_api:114,android_arm_neon:114,android_native_api_level:114,android_standalone_toolchain:114,android_toolchain:114,angl:8,ani:[1,2,8,9,13,21,23,29,32,33,38,40,41,43,46,47,53,57,61,63,64,68,69,70,72,73,75,76,82,85,92,95,96,100,104,106,116,123],annoi:103,announc:46,anoth:[2,8,13,28,29,31,41,47,61,68,78,80,82,92,104,110],anroid_arm_mod:114,ans:104,answer:[47,93,104],anymor:63,anyth:[13,61,69,104],anytim:49,anywai:[99,114],apach:56,apart:21,api:[14,18,28,29,32,38,39,41,42,44,48,49,51,60,65,74,77,83,84,85,88,94,95,99,100,102,104,113,114,115,116,118,119,121,123],api_shar:32,api_test:32,api_trainer_config_helpers_lay:91,apiserv:104,apivers:[104,105],app:115,appear:[47,50,81],append:[2,13,21,28,42,61,68,69,91,93,94,102],append_backward:99,append_backward_op:[23,62],append_batch_s:21,append_gradient_machin:28,append_op:[54,68],append_oper:68,appl:115,appleyard:100,appli:[8,21,49,50,63,78,91,94,123],applic:[25,46,47,50,68,74,93,95,99,100,102,104,105,118],applyl1:36,appoint:95,appreci:93,approach:[8,63,64,65,70,71,72,76,114,116,118],appropri:70,approxim:[20,64],apt:[86,99],arang:21,arbitrari:[8,57,70,96],arch:114,architectur:[46,85,102,114,115,120],archiv:[14,58,59],area:49,arg:[2,7,9,25,51,62,80,95,109,121,122,123],arg_nam:8,argu:67,argument:[2,4,8,13,15,25,31,36,37,62,65,67,68,73,85,91,93,94,110,111,120,121,122],argv:122,arithmet:46,arm64:[114,115],arm64_standalone_toolchain:114,arm:[46,114,115,116],arm_standalone_toolchain:114,armeabi:114,armv7:[46,115],armv8:46,arn:104,around:[2,8,40,68,104,118],arrai:[4,6,8,13,15,21,28,38,50,61,66,68,69,74,83,95,122],arrang:83,arrow:49,articl:[47,50,92,102,105,116],artifact:[88,104],artifici:[20,121],arxiv:[9,20,49,121],as_row_vector:8,as_step_input:31,asgd:64,ask:[33,40,92],assign:[7,8,37,46,63,71,96,102,104,110,118],associ:[65,75,96],assum:[7,8,31,70,86,91,112,120],assumpt:70,assur:1,astyp:[69,95,121],asyc:33,async:[33,109],async_count:110,async_lagged_grad_discard_ratio:110,async_lagged_ratio_default:[109,110],async_lagged_ratio_min:[109,110],asynchron:[33,63,102,110],atleast:21,atom:71,att_seq:9,attach:9,attend:9,attended_sequ:9,attenion:9,attent:[8,9],attr1:8,attr2:8,attr:[6,8,9,21,31,51,54,66,67,68,80,91,95],attr_map:80,attrdesc:66,attribut:[2,8,9,21,27,31,54,66,72,74,78,80,83,94,95,120],attributemap:95,attrproto:80,attrtyp:[66,80,95],attrvalu:80,auc:[42,109],aucvalidationlay:110,authent:104,author:[44,104,122],auto:[31,36,58,67,71,74,78,82,83,85,93,94,95,96,100],autom:[102,104],automat:[8,29,38,48,62,70,72,74,80,85,91,93,94,95,99,103,104,109,110,115],avail:[33,38,46,47,72,73,88,104,118],averag:[7,8,11,28,37,110,122,123],average_test_period:[109,110],avg:[100,123],avg_cost:101,avgcost:123,avgpool:[8,123],avoid:[30,31,33,54,63,64,65,70,85,100],avx2:85,avx:[85,86],awai:47,await:105,awar:[29,42,60,68,92,99,104,114],awk:106,aws:44,aws_account_id:104,awsaccountid:104,awskeymanagementservicepowerus:104,axes:21,axi:[8,21],axis:8,aync:72,b2t:120,b363:105,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:105,ba5f:104,back:[2,8,21,28,33,46,49,64,70,86,95],background:[7,8,76,102],background_id:[7,8],backpropag:30,backward:[5,8,9,26,30,31,36,38,49,55,56,62,64,65,67,75,76,91,94,101,110,112],backward_first:91,backward_op:30,backwardactiv:94,bag:123,baidu:[47,105,120],baik:120,bake:70,balanc:[63,72,104,110,121],bandwidth:[46,63],bare:[105,118],barrier:[102,110],barrierstatset:100,basci:51,base:[7,8,11,13,14,18,20,21,23,26,29,37,42,46,47,53,62,63,64,70,74,75,76,81,83,91,92,94,95,99,100,101,104,110,114,115,120,121,123],baseactiv:9,baseev:28,basematrix:94,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,28],bash:[85,86,92,102,104,105],basic:[2,8,28,51,66,70,74,75,83,94,123],batch:[2,8,9,13,15,18,21,28,29,31,33,35,36,42,43,47,49,52,60,61,63,64,83,93,94,104,105,110,121,122,123],batch_0:122,batch_id:[28,49],batch_im:49,batch_images_from_tar:15,batch_label:49,batch_norm:49,batch_norm_lay:9,batch_norm_typ:8,batch_read:[35,69],batch_siz:[2,13,49,55,61,120,121,123],batch_szi:49,batch_z:49,batchnorm:[21,49],batchsiz:[8,94],bazel:32,bbbbb:35,bbox:[7,8],bcd:8,bcebo:14,bcm2708:116,bdist_wheel:77,beacus:51,beam:[8,91,110],beam_gen:[8,91],beam_search:[28,61,91],beam_siz:[8,61,91,109,110,112],becaus:[4,7,8,14,29,31,32,33,38,46,61,65,68,69,76,78,79,82,83,84,91,92,94,96,99,104,112,114,123],becom:[71,72,78,81,100],been:[2,8,9,32,37,47,92,93,123],befor:[4,8,9,33,40,45,50,64,65,69,76,85,86,93,95,99,104,114,115,118],begin:[4,7,8,18,36,38,42,45,50,61,63,94,102],beginiter:[28,29],beginn:91,beginpass:[28,29],begintrain:29,behavior:100,behind:[47,83],being:[21,40,47,67,69,96,99,121],belong:[7,8,70,78],below:[2,31,33,38,46,47,57,65,69,70,72,76,83,84,85,88,91,94,100,102,104,114,115,121,123],benchmark:57,benefit:[9,40,41,61],bengio:20,besid:[1,8,14,63,70,88],best:[32,86,92,110,123],besteffort:105,beta1:[10,23],beta2:[10,23],beta:[49,122],better:[9,32,47,61,82,104,115,118,121],between:[7,8,15,21,28,32,33,38,46,47,59,63,65,70,72,73,75,78,86,95,96,104,121,123],bgr:[15,122],bi_gru:9,bi_lstm:9,bia:[8,9,21,61,68,91,94,122],bias:[8,94],bias_attr:[8,9,21,68,91],bias_param_attr:9,biases_:94,biasparameter_:94,biassiz:94,bidi:105,bidirect:[8,9,91],big:[72,100,118],bigger:33,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:100,bin:[86,102,104,105],binari:[2,7,8,13,32,41,46,49,57,70,85,87,88,92,99,100,104,120,123],bind:[46,48,78,81],bit:[46,47,123],bitcod:115,bla:[86,115],black:[49,115],blank:[8,104,115],block:[8,34,36,38,42,43,47,53,60,62,70,71,72,81,94,95,96,100,110,122],block_i:8,block_id:43,block_x:8,blockdesc:[31,50,68,74],blockdescbind:53,blockingcount:71,blueprint:61,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,book:[14,74,91,97,101,119],bool:[2,6,7,8,9,10,11,13,15,21,28,31,46,52,54,55,56,67,68,79,80,83,84,94,110,112,123],boost:81,boot:[8,91,118],boot_bia:8,boot_bias_active_typ:8,boot_lay:91,boot_stat:83,boot_with_const_id:8,bootstrapp:118,borrow:[49,83],bos_id:[8,91],both:[5,6,8,9,15,21,29,31,32,33,40,46,47,49,53,61,63,67,70,72,79,81,91,94,95,96,97,100,102,104,115,121,122,123],bottl:63,bottleneck:[100,122],bottom:28,bound:8,boundari:70,boundri:7,bow:123,box:[8,49,100],brace:[31,50],brain:40,branch:[8,29,31,32,47,52,66,70,77,88,93,95,97],breadth:110,break_if:83,brief:[32,38,46,81,96],briefli:100,bring:[47,96],broadcast:[21,33,63,74,118],broken:93,browser:[86,97,99,104],bsd:[63,92],bucket_nam:104,buddy_alloc:93,buf:36,buf_siz:13,buffer:[2,13,36,57,64,69,78,101,110],buffer_s:13,buffered_read:69,bufsiz:13,bug:[93,104],build:[8,14,32,41,50,51,56,64,70,76,77,80,86,88,89,93,95,99,102,104,107,108,110,115,117,120,122,123],build_android:114,build_dict:14,build_model:49,builder:93,built:[32,46,47,63,70,80,83,85,88,92,99,114,116,118,121],bunch:[57,100,102,123],button:[93,97,104],c11:58,c703c041:93,c99:59,c99e:104,cach:[46,70,85,123],cache_pass_in_mem:[2,123],cachetyp:[2,123],cacul:[9,42,102],caff:[31,47],caffe2:[31,47],calc_batch_s:2,calcul:[2,7,8,9,18,21,30,33,38,42,46,71,86,91,94,100,102,110,112,121],call:[2,7,8,9,13,21,28,29,30,31,36,37,38,39,41,47,49,50,60,61,62,68,70,74,75,78,80,81,83,89,91,92,94,95,96,99,100,102,104,110,122,123],callabl:[2,6,8,13,14],callback:94,caller:[30,99,104],can:[1,2,4,6,7,8,9,13,14,15,21,25,28,29,30,31,32,33,36,37,40,41,43,46,47,48,49,50,51,53,54,60,61,62,63,64,66,67,68,69,70,72,73,74,75,76,80,81,82,83,85,86,87,88,89,91,92,93,94,95,96,97,99,100,102,103,104,105,106,109,110,112,114,115,116,118,120,121,122,123],can_over_batch_s:2,cancel:40,candid:[8,61],candidate_activ:21,cannot:[73,74,78,83,94,95],cantain:51,capabl:[46,65,74],capac:[76,104],capi:[58,85],capi_prvi:59,caption:61,captur:[8,103],card:[63,102],care:[9,41,69,81,86,109,110,118],carefulli:[110,122],caret:28,carpedm20:49,carri:21,cast:[46,82],cast_to_op_attr:80,cat:[13,15,86,106,122],categori:[8,14,33,123],categorig:14,categoryfil:105,caus:[33,45,88,95],caution:[104,105],cbla:55,cc_:32,cc_binari:32,cc_test:32,cclient:39,cde:8,cdn:14,cduadevicecontext:81,ceil:8,ceil_mod:8,cell:[8,9,21],cell_activ:21,cell_t_prev:21,cell_valu:21,center:[2,15],center_crop:15,cento:[85,88,89,118],central:76,ceph:[13,35,105],cephf:[35,41,44],certain:[1,54,62,78,81,109],certif:[29,44,104],cffi:58,cfg:105,cgo:58,chain:[13,50,94],challeng:[8,33,47,52,81],chanc:[29,46,94,123],chang:[8,14,32,37,41,47,65,66,69,75,78,85,91,93,94,95,96,100,102,104,110,114,123],channel:[8,9,15,21,100,122],channel_shar:8,channl:122,chapter:[60,61],chapter_data:60,chapter_out:60,charact:123,characterist:112,check:[2,13,31,32,67,74,85,88,93,95,97,102,104,110,112],check_align:13,check_attr:80,check_eq:94,check_fail_continu:2,check_grad:[30,95],check_l:94,check_output:95,check_sparse_distribution_batch:[109,110],check_sparse_distribution_in_pserv:[109,110],check_sparse_distribution_ratio:[109,110],check_sparse_distribution_unbalance_degre:[109,110],check_styl:93,checker:74,checkgrad:110,checkgrad_ep:110,checkmark:118,checkout:93,checkpoint:[67,72],checksum:44,child:31,china:86,chines:97,chip:47,chmod:104,choic:[32,47,86],choos:[54,85,86,87,92,110,114,123],chosen:[1,49],chunk:[37,44,121],chunk_schem:7,chunktyp:7,chw:15,cifar:121,circl:50,circumst:81,claim:104,claimnam:104,clang:[46,58,93,114],clarifi:7,clariti:61,classfic:122,classic:8,classif:[2,4,8,20,50,112,122,123],classifi:[8,49,121,122,123],classification_cost:[70,123],classification_error_evalu:[7,121,123],classification_evalu:7,claster:104,clean:[4,31,32,43,65,74,85,92,93],clear:[7,32,61,65,78,116],clearer:[65,68],clearli:[78,82],cli:104,click:[88,93,97,99,100,104],client:[36,39,74],clip:[6,9,110,123],clock:8,clone:[8,85,92,93,97,99,114,116],close:[2,69,73,93],cloud:[32,33,41,44,45,73,74,118],cloud_read:13,cls:123,cludform:104,cluster:[13,28,29,31,33,38,70,73,105,109,110,123],cluster_test_fil:102,cluster_train:103,cluster_train_fil:102,cluster_train_v2:[103,106],cm469:104,cmake:[59,85,92,93,94,95,97,99,100,114,115],cmake_build_typ:[99,114,115,116],cmake_c:115,cmake_install_prefix:114,cmake_system_nam:[114,115,116],cmakelist:[32,55,56,94],cmatrix:[58,59],cmd:[13,105],cname:104,cnn:[8,105,122,123],coars:48,code:[2,4,8,13,29,32,40,43,46,47,48,49,50,54,57,62,64,65,67,69,70,72,74,75,76,80,83,85,86,88,89,91,92,94,95,96,97,98,100,102,104,105,121,123],codebas:[74,93],coeff:8,collabor:33,collect:[8,14,28],collectbia:94,color:[15,122],colour:14,column:[7,8,21,50,69,73,94,99,120],column_evalu:7,com:[8,9,14,32,49,85,92,93,97,99,101,104,105,114,116,118,122],combin:[7,8,9,13,23,28,62,74,78,121],come:[42,66,70,83],comma:[25,28,38,110,120],command:[1,4,13,25,32,36,41,45,85,86,88,89,92,93,94,95,97,98,99,100,103,104,105,106,107,108,114,115,116,120,121,122],commandlin:100,commenc:123,comment:[32,51,80,93,95,123],commit:[32,93],common:[15,20,23,26,35,76,81,91,94,109],commonli:[45,76,91,99,100,112,116],commun:[33,38,39,63,70,72,93,94,102,104],compani:47,compar:[30,32,74,92,94,95,121,123],comparison:[32,47],compat:[2,46,48,63],competit:121,compil:[8,32,51,53,63,70,75,79,80,84,92,94,97,102,117],complaint:32,complet:[4,8,9,14,23,28,31,33,37,38,44,50,57,74,87,94,95,96,99,104,105,118,123],complex:[1,2,9,40,61,74,91,100,123],complic:[8,48,69,70,82,83],compon:[51,70,83,94],compos:[13,29,48,51,60,68,74,121],composenotalign:13,composit:48,compress:37,compromis:92,comput:[8,9,21,25,29,30,33,43,46,47,51,57,62,63,64,70,72,73,75,78,81,82,84,86,91,92,93,94,95,99,100,101,102,104,112,114,115,116,123],computation:[8,91],computationgraph:51,con:63,concat:[49,91],concaten:[8,9,49,60,83],concentr:74,concept:[2,7,29,47,48,49,51,60,61,64,65,66,73,78,83,84,91],conceptu:[43,47,49,51],concern:[29,42,115],concis:[49,83],conckerneltrac:25,conclud:95,concret:[74,81,95],concurr:[33,40,47,72,102],concurrentremoteparameterupdat:110,cond:[21,31,47,52,66],condit:[8,21,37,47,52,70,91,105],condtion:49,conduct:100,conf:[4,8,103,120,121,122],conf_paddle_gradient_num:104,conf_paddle_n:104,conf_paddle_port:104,conf_paddle_ports_num:104,conf_paddle_ports_num_spars:104,confer:20,confid:8,confidence_threshold:8,config:[2,6,8,25,35,45,61,94,104,105,109,110,118,120,121,122,123],config_:[36,110],config_arg:[109,110,112,122,123],config_bas:[7,8,28],config_lay:94,config_len:38,config_pars:[4,55,56,94],config_proto:38,configur:[0,1,2,4,8,21,28,36,38,40,41,47,51,54,68,72,81,82,89,90,92,93,94,95,96,100,102,110,114,116,118,120,122],confirm:45,conflict:[78,93],confus:[15,49,54],congest:110,conll:14,connect:[1,9,21,41,70,72,94,102,104,105,118,121,122,123],connectionist:8,consequ:[8,9],consid:[7,8,20,67,81,92,100,112,118],consider:[2,8,9],consist:[7,8,14,15,37,57,66,69,74,75,80,95,122,123],consol:[100,104],consolid:[31,97],constant:[8,20,21,51,53,54,73,94,95],constraint:[70,78],construct:[2,4,7,29,43,51,60,68,74,78,80,84,91],constructbackwardgraph:50,constructoptimizationgraph:50,constructor:[21,46,68,74,78,80,94,95],consum:[33,99],contact:40,contain:[2,7,8,9,11,13,14,15,21,28,29,31,37,43,49,51,57,65,68,73,74,75,78,79,80,83,84,87,88,91,92,95,102,104,106,115,122,123],container:102,containerport:104,content:[38,45,57,61,97,105],content_dir:97,content_len:38,context:[8,9,14,78,79,81,91,95,96,101,120,123],context_attr:9,context_len:[8,9,123],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,123],contin:104,continu:[2,7,33,57,102,110,114],contrast:8,contrib:76,contribut:[76,92,98],contributor:74,control:[6,31,73,104,105,110,118],conv2d:49,conv:[9,21,49,82],conv_act:[9,22],conv_batchnorm_drop_r:[9,22],conv_bias_attr:9,conv_filter_s:[9,22],conv_layer_attr:9,conv_num_filt:[9,22],conv_op:8,conv_pad:[9,22],conv_param_attr:9,conv_strid:9,conv_with_batchnorm:[9,22],conveni:[29,51,62,80],convent:[38,93,95],converg:[103,121],convers:[46,47,70],convert:[2,4,14,21,35,46,47,69,71,75,120,122,123],convlay:8,convolut:[8,9,13,21,22,49,68,81,121,122],convoper:8,convproject:8,convtranslay:8,convtransproject:8,cool:[2,93],coordin:[33,38],copi:[28,29,37,40,45,50,60,61,63,64,83,85,93,102,104,106,121],copy_shared_paramet:121,copytonumpymat:121,core:[2,6,18,21,51,54,59,64,65,83,92,101,110],coreo:[104,118],corner:74,corpu:14,correct:[2,8,21,30,46,63,94,95,104],correctli:[7,13,46,49,94,121],corresond:46,correspend:21,correspoind:29,correspond:[2,4,8,21,26,29,31,32,46,51,52,60,61,68,73,74,75,76,80,81,94,95,96,99,115],correspondingli:115,corss_entropi:29,cortex:46,cos:[8,80],cosin:[8,21,80],cosineop:80,cosineopproto:80,cosineopprotomak:80,cost:[4,21,28,29,50,62,63,66,67,70,73,82,101,110,121,123],cost_id:8,cost_np:67,cost_val:70,could:[2,4,8,13,28,29,30,37,46,47,60,62,64,65,66,68,69,70,71,72,75,92,99,100,103,104,114,123],count:[7,33,41,42,67,69,100,102,105,110,112,120],counter:[25,33,37,50,71],cours:[7,41,92],covari:8,cover:[47,96],cp27:88,cp27m:88,cp27mu:88,cpickl:122,cpp:[30,36,48,55,56,58,59,65,72,74,84,94,100,123],cprofil:99,cprofilev:99,cpu:[1,2,6,8,30,41,46,54,64,65,70,73,74,76,77,81,82,85,86,92,95,96,99,100,101,105,110,121],cpu_avx_mkl:88,cpu_avx_openbla:88,cpu_kernel:54,cpu_per_p:73,cpu_per_train:73,cpudevicecontext:[81,95],cpuengin:56,cpuinfo:86,cpuplac:[54,81,95,96,101],cpusparsematrix:59,crash:[33,100,103,110],creat:[4,6,8,13,18,21,28,29,30,31,33,38,42,43,44,45,46,47,48,49,50,60,62,63,64,65,68,71,75,76,86,89,92,93,94,95,97,102,106,110,114,118,120,121],create_backward_pass:62,create_bias_paramet:94,create_block:68,create_cloud_job:73,create_doc_str:80,create_input_paramet:94,create_local_scop:43,create_oper:48,create_optimization_pass:[23,62],create_paramet:68,create_python_ops_creatation_funct:80,create_rnn:31,create_rnn_op:60,create_st:18,create_tmp_var:68,create_tmp_vari:68,create_var:68,create_whileloop:83,createargu:121,createfromconfigproto:[4,121],creategradientoper:75,createop:80,createoper:31,createstack:104,createvari:31,creation:[48,104],creationd:104,creator:[13,14,35,74,75],creator_:75,credenti:45,credit:121,crf:[81,82],critic:[49,99],crlf:93,crop:[15,81,122],crop_grad:81,crop_siz:[15,122],crope:15,cropgradkernel:81,cropkernel:81,cross:[8,68,95,123],cross_compil:116,cross_entropi:[8,29,49,73,82,121],cross_entropy_with_selfnorm:8,crt:44,csc:94,csr:94,csv:25,ctc:7,ctc_evalu:7,ctest:[85,92,95],ctor:68,ctrl:[92,103],ctx:[95,96],cublas_handle_:81,cublashandle_t:81,cuda7:88,cuda8:[85,88],cuda:[25,32,47,74,81,86,88,92,95,100,102,110],cuda_dir:[109,110],cuda_fp16:46,cuda_profil:25,cuda_so:86,cudaconfigurecal:100,cudadevicecontext:[81,95],cudadevicegetattribut:100,cudaeventcr:100,cudaeventcreatewithflag:100,cudafre:100,cudagetdevic:100,cudagetdevicecount:100,cudagetdeviceproperti:100,cudagetlasterror:100,cudahostalloc:100,cudalaunch:100,cudamalloc:100,cudamemcpi:100,cudaplac:[81,82],cudaprofilerstart:100,cudaprofilerstop:100,cudaruntimegetvers:100,cudasetdevic:100,cudasetupargu:100,cudastream_t:81,cudastreamcr:100,cudastreamcreatewithflag:100,cudastreamsynchron:100,cudeviceget:100,cudevicegetattribut:100,cudevicegetcount:100,cudevicegetnam:100,cudevicetotalmem:100,cudnn:[8,11,32,54,81,110],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[109,110],cudnn_convt:8,cudnn_dir:[109,110],cudnn_handle_:81,cudnn_kernel:54,cudnnavginclpadpool:8,cudnnavgpool:8,cudnndevicecontext:81,cudnnhandle_t:81,cudnnplac:81,cudnnv5:85,cudrivergetvers:100,cuinit:100,cumtim:99,cumul:8,cur_mem:61,curl:[13,104],curli:[31,50],current:[2,8,21,31,32,33,36,38,42,47,54,60,61,64,65,68,72,73,78,82,83,86,88,91,92,94,97,103,104,110,115,119,123],current_block:[66,68],current_oper:66,current_word:91,currentcost:123,currentev:123,curv:29,custom:[1,2,23,29,41,46,49,61,64,74,94,104],custom_batch_read:69,cut:[72,83],cut_lin:13,cutoff:14,cv2:15,cxx:115,cxx_compil:[114,115,116],cxx_flag:115,cxxabi_1:88,cycl:33,cyclic:8,cython:58,d3e0:104,d_b0:49,d_b1:49,d_b2:49,d_block:49,d_f:49,d_g:49,d_h0:49,d_h0_bn:49,d_h0_relu:49,d_h1:49,d_h1_bn:49,d_h1_relu:49,d_h2:49,d_loss:49,d_loss_fak:49,d_loss_real:49,d_optim:49,d_step:49,d_t:49,d_w0:49,d_w1:49,d_w2:49,daili:93,dalla:2,dandroid_abi:114,dandroid_arm_mod:114,dandroid_arm_neon:114,dandroid_standalone_toolchain:114,danger:2,dangl:92,darwin:104,dash:49,dat:35,data:[0,1,2,4,7,14,15,18,28,29,30,31,35,36,37,42,44,46,47,49,50,51,53,54,57,60,61,62,63,64,65,66,68,72,73,74,76,78,79,80,81,82,83,84,89,91,94,95,96,100,101,102,106,107,109,110,112,122],data_batch_gen:121,data_dir:120,data_fil:15,data_i:49,data_initialz:123,data_lay:[2,36,121,123],data_layout:21,data_read:[13,69],data_reader_creator_random_imag:69,data_shar:83,data_sourc:121,data_typ:[13,14,57,79,82,84,89,91],data_type_:[54,82],data_x:49,databas:14,datacent:[35,45],datacenter1:35,datacenter2:35,datacenter_1:35,datacenter_2:35,datacenter_nam:35,datadim:8,datafeed:[16,101],dataflow:51,dataprovid:1,dataprovider_bow:123,dataprovider_emb:123,dataproviderconvert:4,datasci:8,dataset:[0,2,35,41,64,69,89,91,99,110,120,122,123],dataset_nam:15,datatransformationfn:82,datatyp:[14,18,21,54,79,82,84],date:102,dcgan:[49,121],dcmake_install_prefix:[114,115,116],dcmake_system_nam:[114,115,116],dcuda_arch_nam:85,dcudnn_root:85,ddim:[81,96],dead:33,deal:[118,121],debug:[2,30,45,47,70,86,93,99],debug_str:51,decai:[10,23,26],decar:13,decayr:36,decent:37,decid:[29,40,49,57,64,75,76,79,119],declar:[8,21,31,49,60],decod:[8,9,91],decoder_boot:91,decoder_dim:61,decoder_group_nam:91,decoder_input:[61,91],decoder_mem:[61,91],decoder_prev:9,decoder_s:91,decoder_st:[9,91],deconv:[8,49],deconvolut:[8,21],decor:[2,13,94],decrement:71,decrementcount:71,decrypt:104,deduc:74,deep:[8,20,40,43,49,50,56,74,76,81,86,100,115,121,122,123],deeper:[86,122],deepspeech2:55,def:[2,8,13,29,30,35,41,42,48,49,51,54,60,61,62,68,69,80,83,91,94,95,121,122,123],def_block:49,defalut:[110,112],default_block:49,default_devic:112,default_main_program:[18,101],default_param_attr:68,default_st:83,default_startup_program:[18,101],default_valu:112,defaultinfervartyp:53,defect:65,defer:40,defferenct:2,defin:[1,2,8,9,13,20,23,26,28,29,31,32,33,40,46,47,48,49,51,54,60,63,66,68,69,71,72,74,78,80,81,83,91,94,96,99,101,102,103,110,120,121],define_py_data_sources2:[2,122,123],definit:[2,31,33,37,43,54,66,70,75,80,83,86,95,99,101,120,123],definiton:48,degre:8,delai:[64,81,96,110],delar:123,delet:[41,44,93,119],deletestack:104,delimit:7,deliv:118,delta:[8,30],delv:[8,20],demand:[33,81],demo:[8,14,74,103,105,107,120,121,122,123],demolish:105,demonstr:[91,96,121],denot:[95,112,123],dens:[2,8,13,38,39,79,94,104,123],dense_arrai:13,dense_vector:[2,4,13,89],dense_vector_sequ:13,dep:32,depend:[31,32,33,41,51,63,67,70,72,79,86,92,95,102,112,114,115,116,118],dependent_var:67,deploi:[8,103,112,118],deploy:[51,57,74,102,103,104,115,118],deprec:8,depth:[31,47],dequeu:72,deriv:[5,29,52,62,114],desc:[31,57,68,80,83],desc_:31,descend:83,descent:[8,33,64,102],descproto:57,describ:[29,31,32,37,43,54,57,60,61,65,66,68,74,79,80,82,84,94,95,96,104,105,121,123],describestack:104,describestackev:104,describestackresourc:104,descript:[4,7,31,32,53,56,57,75,79,82,84,85,88,93,95,102,104,111],descriptor:82,deseri:[28,57,65],deserializ:74,desgin:50,design:[2,8,13,20,36,54,58,64,76,95,118],desir:[13,33,64,104,105,120],destin:[38,45],destroi:[31,43],destruct:78,destructor:94,det_output:7,detail:[2,4,6,7,8,9,10,21,30,37,41,45,47,49,51,57,60,68,70,73,76,78,83,84,85,89,91,92,94,95,96,97,99,100,103,104,105,111,112,116,118,120,121,122,123],detect:[53,85,93,114],detection_evalu:7,detection_output:7,determin:[2,8,13,31,74,94,121],dev:[74,86,92,99,114,118],dev_ctx:31,develop:[32,47,53,65,68,75,77,86,88,93,96,97,99,101,102,109,110,115,116],deverlop:110,deviat:[6,20],devic:[6,42,46,51,56,63,65,70,73,74,82,86,95,96,101,110,115],device_context:95,devicecontext:[31,95],deviceid:[56,112],deviceid_:56,devid:[8,110],devtools2:85,dhcp:118,diagnos:103,diagram:[60,102,122],diamond:49,dic:15,dict:[2,7,14,28,68,73,102,106,123],dict_fil:[7,123],dict_siz:[14,36,61],dictionai:123,dictionari:[2,7,8,14,28,29,30,68,73,112,122,123],did:[2,65,86],diff_mat:30,differ:[2,7,8,28,31,32,33,38,40,42,43,46,47,49,51,52,61,63,64,67,70,71,72,73,75,78,82,83,86,91,94,95,96,99,103,104,105,110,115,120,122,123],differenti:[48,95],difficult:[7,30,47,92],difficulti:20,dig:[86,100,104],digit:[2,8,102],digraph:51,dilat:[8,21],dilation_h:21,dilation_i:8,dilation_w:21,dim0:95,dim1:95,dim:[8,13,21,36,57,60,74,79,81,84,94,95,96,120,122,123],dim_:[81,96],dimens:[5,8,9,11,13,21,49,74,79,81,83,94,95,96,112,120,123],dimension:[2,8,21,91,94,96,121,123],dimenst:120,dimes:8,dios_arch:115,dios_enable_bitcod:115,dios_platform:115,dios_use_veclib_for_bla:115,dir:[114,122,123],direct:[8,9,15,47,64,99,122],directli:[1,2,9,20,23,26,32,39,41,46,54,65,70,80,83,87,103,105],director:95,directori:[1,8,32,35,40,44,45,81,85,86,92,96,97,100,102,103,105,106,110,114,115,116,119,122,123],diretcoti:122,dis_conf:121,dis_train:121,dis_training_machin:121,disabl:2,disadvantag:[64,68],discard:[13,33,37,61,110],discount:8,discov:33,discoveri:104,discrep:100,discret:8,discrim:49,discrimin:121,discriminator_train:121,discuss:[29,31,37,38,39,70,81],disk:[57,92,105],dispatch:[65,70,102,103,110],displai:[41,45,93],dist:[77,85],dist_train:[29,41],distanc:[7,8],distibut:120,distinguish:[32,103,121],distribut:[8,20,31,37,38,39,40,42,47,63,72,73,74,84,88,98,103,105,107,108,118,121,123],distribute_test:[109,110],distributedli:94,disucss:29,div:21,divid:[8,10,42,80,84,99,109],diy_beam_search_prob_so:[109,110],django:97,dnn:85,dns:104,do_forward_backward:69,doc:[4,13,51,60,83,95,96,97,102],doc_cn:97,dockefil:92,docker:[77,85,87,93,97,102,104,107,108,118],docker_build:29,docker_clust:[103,106],docker_push:29,dockerfil:[92,114,116],dockerhub:86,document:[2,4,8,9,30,44,47,50,60,61,70,74,85,92,93,95,96,98,102,112,115,123],documentari:2,doe:[2,4,9,33,37,38,40,41,43,46,51,60,65,68,70,72,74,75,76,88,92,94,95,96,100,101,123],doesn:[6,8,13,29,31,69,73,86,92,93,99,100,105,114,115],dog:122,doing:[36,40,50,70,100],domain:104,don:[9,29,32,48,50,69,85,86,92,93,95,97,104],done:[7,8,9,32,33,37,38,53,57,64,70,71,75,76,93,99,100,104,121],dot:[8,9,95,110,122],dot_period:[110,112,121],dotmuloper:8,dotmulproject:8,doubl:[2,46,50,70,82,85,95,110],down:[100,123],download:[14,32,33,36,40,44,85,86,88,102,115,118,121,123],dozen:32,draw:61,drive:78,driver:[86,102],drop:[2,8,9,21,61],drop_rat:6,dropout:[6,9,94,123],dropout_prob:21,dropout_r:8,drpi_arm_neon:116,drpi_toolchain:116,drwxr:105,dst:38,dtoh:100,dtype:[4,18,21,51,68,101,122],due:[37,40,49,61,68,99],dummi:[28,37],dump:57,duplic:[21,72],durat:[37,100],dure:[1,2,8,9,21,26,31,33,37,40,41,42,47,63,64,74,94,95,104,109,110,118,123],durn:2,duse_eigen_for_bla:114,dwith_c_api:[59,114,115,116],dwith_gpu:[85,116],dwith_profil:100,dwith_python:[59,116],dwith_swig_pi:[59,114,115,116],dwith_test:[85,95,115],dwith_tim:100,dynam:[1,2,38,59,60,69,85,100,110],dynamic_cast:94,dynamic_recurrent_op:83,e2e:118,each:[1,2,4,7,8,9,11,13,14,18,21,28,30,32,33,36,37,38,40,41,42,43,47,50,53,60,61,63,65,67,68,69,70,72,74,75,78,79,80,81,82,83,91,94,99,102,103,104,110,112,118,120,122,123],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eager:47,earli:[46,93,95],eas:[13,53,95,122],easi:[30,61,64,69,74,76,93,94,103,123],easier:[29,46,47,69,72,83,92,93,94],easili:[29,49,63,69,75,78,81],echo:86,edg:[15,73],edit:[7,86,92,104],editor:[68,92],edu:[14,104,105],eeoi3ezpr86c:104,effect:[2,8,28,85,104,110,115],effici:[1,2,8,57,69,70,81,91,92,94],effort:70,efg:8,efs:104,efs_dns_nam:104,efsvol:104,eigen:[46,64,74,76,81,95,114,115],eigen_device_:81,eigen_test:96,eigen_use_gpu:95,eigenmatrix:96,eigenscalar:96,eigentensor:96,eigenvector:96,either:[8,9,13,21,28,29,49,52,53,60,64,70,76,87,100,115,123],elb:104,elbapis:104,elec:123,electron:[105,123],elem_dim:8,elememt:8,element:[2,4,7,8,9,13,15,21,28,30,37,51,61,72,73,74,95,96,123],element_typ:38,elementari:74,elementwis:21,elif:[29,80],els:[29,36,41,47,49,52,53,54,70,72,78,80,85,86,92,94,95,122,123],emac:92,email:93,emailweixu:32,emb1:36,emb2:36,emb:[105,123],embed:[29,31,36,53,61,72,79,83,91,102],embedding_lay:[36,123],embedding_nam:[8,91],embedding_s:[8,91],emphas:100,empir:8,emplace_back:94,emploi:[80,91],empti:[7,13,33,61,95],emul:46,enabl:[2,6,8,31,32,37,51,72,92,93,100,102,104,110,115],enable_grad_shar:[109,110],enable_parallel_vector:110,enableonstart:25,enc_proj:[9,91],enc_seq:9,enc_vec:91,encapsul:[38,73],encod:[9,37,61,91],encoded_proj:[9,91],encoded_sequ:[9,91],encoded_vector:91,encoder_ctx:61,encoder_ctx_expand:61,encoder_ctx_proj:61,encoder_dim:61,encoder_last:8,encoder_out_seq:61,encoder_s:91,encount:36,encourag:[43,70],encrypt:104,encrypt_decrypt:104,end2end:118,end:[2,7,8,28,31,51,61,65,69,78,88,91,92,93,110,120],end_pass:29,end_po:8,endforwardbackward:28,endian:57,enditer:[28,29],endpass:[28,29],endpoint:[13,35,104],endtrain:29,enforc:115,engin:[41,56,100],english:[2,8,97],enjoi:86,enough:[31,54,92],enqueu:72,ensembl:9,ensur:[2,33,63,78,86,88,92,94,115],enter:[31,43],enterpris:74,entir:[8,9,38,40,95],entiti:[7,31,78],entranc:43,entri:[13,37,41,53,92,93,94,104,114],entropi:[8,68,123],entry_point:41,enueu:72,enumer:[5,123],env:[97,99,104],environ:[29,73,85,88,92,93,99,100,102,104,105,109,110,115,121],environmenterror:102,eos_id:[8,91],epoch:49,epsilon:[8,10,21,23],equal:[8,9,21,33,83,95,110],equat:[7,8,9,10,21,95],equilibrium:121,equip:91,equival:[29,31,47,52,80,118],error:[6,7,8,9,21,29,30,37,45,46,47,78,94,95,103,104,110,122,123],error_clipping_threshold:6,especi:[2,8,9,56,92],essenc:29,essenti:[8,29,43,46,96],estim:[8,29,64,72],eta:105,etc:[7,13,21,31,42,63,64,69,70,78,85,102,104,109,112,118],etcd:[13,28,33,37,38,40],etcd_addr:38,etcd_endpoint:13,eth0:104,euclidean:8,eval:[7,18,31,42,49,73,74,123],eval_program:[18,42],eval_result:42,evalu:[1,8,16,27,28,40,51,67,70,73,100,101,123],evaluate_difficult:7,even:[29,46,47,63,68,69,92,93,100,110,115],evenli:[38,104],event:105,event_handl:[28,29],eventu:[70,83],everi:[1,2,7,8,9,13,18,29,33,37,38,40,42,50,51,53,60,63,68,72,78,80,82,91,93,94,95,96,101,102,106,110,123],everyon:93,everyth:[49,70,72,114],everywher:92,evid:65,evolv:47,exactli:[2,8,9,104],exampl:[1,2,7,8,9,13,14,15,21,28,31,41,42,45,47,48,49,50,51,53,60,61,65,66,68,69,72,74,75,76,79,81,82,83,91,92,93,94,95,96,99,100,101,102,104,105,109,110,112,116,122,123],exceed:8,except:[2,8,14,40,47,50,83,112,120],exchang:65,exclud:8,exclude_mod:8,exclude_param:28,excluded_chunk_typ:7,exconv:8,exconvt:8,excut:13,exdb:14,exe:101,exec:110,execut:[32,33,37,41,42,43,49,51,63,73,75,92,94,99,100,104],executioncontext:[95,96],executor:[16,18,42,46,47,49,62,66,82,99,101],exist:[29,31,33,45,47,61,68,69,73,75,80,81,83,88,92,94,96,104,110,115],exit:[38,45,105,110],exp:21,expand:[21,61,86,94],expand_a:8,expand_level:8,expandconvlay:8,expans:8,expect:[8,82,100],expect_kernel_typ:82,experi:[57,112],experienc:93,expert:32,expir:33,explain:[2,7,21,33,47,48,50,93,99,102,121],explan:[8,30,41,70,78,123],explicit:[83,94],explicitli:[2,29,43,70,73,95,96,115],explor:[8,61,76],expon:8,exponenti:5,expos:[39,57,81,83,104],express:[29,42,51,72,95,104],extend:[7,64,72,83],extens:[40,61,72,95,114],extent:59,extern:[2,32,56,58,59,74],external_librari:32,extingrad_:56,extinval_:56,extoutgrad_:56,extoutval_:56,extra:[6,8,9,70,76,81,118],extra_lay:28,extraattr:[6,112],extraattribut:8,extraattributenon:8,extract:[7,8,47,65,70,95,104],extract_fea_c:122,extract_fea_pi:122,extract_para:120,extralayerattribut:[6,9],extralayeroutput:9,extrem:[8,47,100],extremli:1,f120da72:105,f7e3:104,fa0wx:105,fabric:102,face:[32,76],fact:[47,63,66,68,122],factor:[6,10,21],factor_s:8,factori:58,fail:[2,33,37,61,73,95,105,110,112],failur:[33,38,95],fake:[49,121],fake_imag:69,faked_imag:49,fall:[46,67],falloc:44,fals:[2,6,7,8,9,10,13,21,22,23,30,31,47,52,54,55,60,66,67,69,79,84,89,91,94,95,102,105,110,112,120,123],false_block:[31,52,66],false_label:69,false_neg:42,false_posit:42,false_read:69,familiar:2,fan_in:20,fan_out:20,fanscin:2,fantast:123,far:83,fascinatingli:1,fashion:70,fast:[8,37,47,100],faster:[8,9,26,33,47,86,91,100],fastest:47,fastli:93,fat:115,fault:[28,37,74,85],favorit:92,fbd1f2bb71f4:105,fc1:[51,73,94,112],fc1_bia:51,fc1_weight:51,fc2:[51,73,112],fc3:[51,112],fc4:112,fc8a365:104,fc8a:104,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[68,80,94,112,123],fc_layer_nam:9,fc_mat:28,fc_op:80,fc_out:31,fc_output:80,fc_param_attr:9,fc_without_b:31,fclayer:94,fcop:48,fea:122,fea_output:122,feasibl:64,featur:[2,5,8,13,14,46,51,63,70,93,110,123],feed:[9,28,29,50,60,70,73,76,101],feed_dict:[49,73],feed_list:101,feeder:[13,101],feedforward:20,feel:93,festiv:2,fetch:[14,33,36,67,70,91,94,101],fetch_list:101,fetch_op:67,few:[2,32,33,64,69,70,79,92],fewer:[8,21,68],fg0:8,field1:28,field2:28,field:[8,28,31,51,53,57,67,75,79,80,100,104],fifth:50,figur:[29,32,47,49,56,60,68,70,72,91,94,100,120,121,122],file:[1,2,4,7,8,13,14,15,25,28,29,32,33,35,37,38,40,41,44,45,47,51,57,59,69,70,74,81,84,86,88,89,91,92,93,94,95,96,101,102,103,106,110,114,115,116,118,120,122],file_list:2,file_nam:[2,122,123],file_typ:13,filenam:[2,15,35,68,99],fileoffset:44,filesystem:[40,41,44,70,104],fill:[8,33,37,47,68,104,123],fill_zero_grad:74,filter:[8,9,21,122],filter_s:[8,9,21,22],filter_size_h:21,filter_size_i:8,filter_size_w:21,filter_strid:21,find:[8,21,31,33,40,46,51,61,78,85,88,100,106,114,115],find_var:30,findop:31,findvar:[31,78],fine:[6,37,48],fingerprint:104,finish:[2,33,37,40,41,43,63,80,85,102,103,104,105],finit:94,finnal:86,first:[2,8,21,28,29,31,33,37,40,41,43,45,47,49,50,51,60,61,66,67,68,70,74,79,80,81,83,85,91,92,93,94,95,96,100,104,110,112,118,120,121,122,123],first_seq:91,firstli:[7,8],firstn:13,firstseen:105,fit:[1,14,46,54,57,61,74],five:[66,100,123],fix:[2,6,8,58,70,93,99],flag:[8,14,21,55,56,93,95,97,110,121],flatten0:51,flatten:[51,66,68,96],flexibl:[1,8,9,29,38,47,50,54,60,61,64,69,70,81,83,91],flip:15,flist:102,float16_t:46,float32:[4,13,21,46,48,49,68,69,95,101,121,122],float_16:21,float_to_half_rn:46,floor:8,flow:[21,31,60,77],fluid:[0,18,20,21,22,23,25,26,43,81,82,99],fly:123,fnt03:104,focu:[2,51,99,100],focus:95,folder:[32,35,41,45,104],follow:[1,2,7,8,9,10,13,15,21,28,29,30,31,32,33,37,41,43,46,47,48,49,50,51,52,53,60,61,63,64,66,67,68,69,70,72,74,75,76,78,79,80,81,82,83,85,86,88,89,91,92,93,94,95,96,97,99,100,101,104,105,106,107,108,112,114,115,116,118,120,121,122,123],fool:121,forbid:29,forc:[63,68,82],force_cpu:54,force_cudnn:54,force_load:58,forest:31,forget:[10,21,29],forget_bia:21,fork:[8,93],form:[1,2,8,9,42,88,100],formalis:82,format:[1,2,7,13,14,15,21,25,28,30,37,46,47,61,83,89,93,94,95,96,102,104,110,120],former:[29,32,47,64],formula:[8,9,10,30],formular:8,forth:49,forward:[5,8,9,30,31,36,38,47,49,55,56,57,62,65,66,69,74,75,76,79,91,94,112,121],forward_op:30,forwardactiv:94,forwardbackward:28,forwardtest:4,found:[2,4,46,66,76,78,91,102,116,121,123],four:[2,7,42,47,50,120,122,123],foward:67,fp16:[46,74,84],fp32:[74,82,84],fp64:84,fpga:[73,101],fpgadevicecontext:81,fpgaengin:56,fpgaplac:81,frac:21,frame:[7,43,74,83],framework:[29,31,42,46,47,51,63,64,66,74,76,78,80,81,93,94,95,99,101,102,115,122,123],free:[14,81,93,118],frequenc:[14,100,120,123],frequent:[37,69,74,76,81,103,114,115],fresh:[40,73],friend:78,friendli:[47,49],from:[2,4,7,8,9,13,14,15,20,21,28,30,31,32,33,35,36,37,38,42,45,46,47,48,49,50,51,52,54,60,61,62,63,65,66,68,69,70,72,73,74,75,78,81,82,83,86,88,91,92,93,94,95,96,99,100,102,104,105,110,112,114,115,118,120,121,122,123],from_no_sequ:8,from_sequ:8,from_tar:28,fromfil:[69,122],front:51,fuction:25,fulfil:100,full:[8,33,40,60,63,64,91,94,118],full_matrix_project:[9,91],fulli:[21,70,72,94,100,118,121,122,123],fullmatrixproject:8,fullsiz:36,fully_matrix_project:9,fullyconnect:[51,68,120],fullyconnectedlay:94,func:[13,37,75],funciton:[9,21],functor:[48,51],fundament:[46,72,74],further:[8,80,118],furthermor:73,futur:[8,40,46,60,70,74,114,119],fvs:80,fwd_op:75,g_b0:49,g_b1:49,g_b2:49,g_block:49,g_command_config_arg:[55,56],g_data_transformation_:82,g_h0:49,g_h0_bn:49,g_h0_relu:49,g_h1:49,g_h1_bn:49,g_h1_relu:49,g_h2:49,g_im:49,g_loss:49,g_optim:49,g_program:68,g_step:49,g_w0:49,g_w1:49,g_w2:49,gain:8,game:121,gamma:122,gan:29,gan_train:121,gangliao:32,gap:110,gate:[8,9],gate_act:[8,9],gate_activ:21,gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gatedrecurrentlay:55,gather:[8,63,65,94,95],gauss:6,gaussian:[20,121],gaussian_normal_random:49,gcc:[46,58,74,85,92,99,114,116],gcc_3:88,gcreators_:80,gemm:55,gen:8,gen_conf:121,gen_train:121,gen_training_machin:121,gender:14,gendrated_id:61,gener:[1,2,4,7,8,9,13,18,28,29,30,31,32,33,35,37,38,40,47,48,53,63,64,66,67,68,69,70,72,74,75,79,80,81,83,93,95,100,104,106,110,112,114,116,120,122,123],generated_id:61,generated_scor:61,generated_word_embed:8,generatedinput:[8,91],generator_conf:121,generator_machin:121,generator_train:121,genert:2,gereat:7,get:[2,7,8,13,14,21,28,30,31,32,33,37,38,40,41,44,47,49,51,54,55,56,60,61,68,73,74,75,78,80,81,82,83,85,86,88,91,93,94,95,99,100,102,103,104,106,113,122,123],get_all_op_proto:80,get_block:68,get_cloud_job:73,get_config_arg:[112,123],get_data:[105,123],get_dict:14,get_dim:30,get_embed:14,get_float_el:30,get_grad:28,get_input_lay:94,get_mnist_data:121,get_model:122,get_movie_title_dict:14,get_nois:121,get_numeric_gradi:30,get_numerical_gradi:30,get_output:30,get_shap:28,get_support:88,get_symbol:51,get_tensor:30,get_training_loss:121,get_vari:31,get_word_dict:14,getactualkerneltyp:[54,82],getbatchs:94,geteigendevic:96,getenv:[29,41,102],getexpectedkerneltyp:[54,82],getinfervartyp:53,getinput:94,getinputgrad:94,getinputvalu:94,getkerneltyp:46,getlayeroutput:28,getmat:36,getoptconfig:36,getoutputgrad:94,getoutputvalu:94,getparam:36,getparameterconfig:36,getparameterptr:94,getparameterspars:36,getparametersremot:36,getplac:[81,95,96],getsiz:94,getslotvalu:121,gettask:37,gettempl:104,gettranspos:94,getw:94,getweight:94,getwgrad:94,gist:9,git:[77,85,92,93,97,114,116],github:[9,32,49,85,92,93,97,99,101,114,116,122],give:[2,33,60,68,74,92,93,94,100,104,123],given:[2,8,13,21,28,38,40,47,48,49,61,69,72,73,76,83,94,110,121,123],glibc:[88,114,116],glibc_2:88,glibcxx_3:88,glide:32,global:[2,6,21,23,29,31,32,33,51,54,65,73,74,78,80,81,82,92,100,104,110],global_block:68,global_learning_r:6,global_pool:21,global_step:23,globalstat:100,globalstatinfo:100,globe:2,glog:93,glog_v:93,glog_vmodul:93,glorot10a:20,glorot:20,gnueabihf:116,go_librari:32,go_test:32,goal:[46,50,63,74,100],gob:37,godep:32,godoc:58,goe:[9,33,47,52,78,101],going:[48,64,99,102,118,123],golang:32,good:[47,49,64,69,76,99,100,118],googl:[29,74,93,99,102,114],googleapi:104,googlenet:56,got:[54,78],gpg2:104,gpg:104,gprotos_:80,gpu:[1,2,6,8,11,30,41,42,46,63,64,65,70,73,74,76,77,81,82,85,88,89,92,96,98,101,102,118,121,122],gpu_id:[110,112,121],gpu_per_train:[70,73],gpudevic:81,gpugpu_id:109,gpukernel:74,gpustarttimestamp:25,grab:33,grad:[30,38,56,79,110],grad_op_class:74,grad_op_maker_:75,grad_op_typ:[74,75],grad_op_type_:75,grad_share_block_num:[109,110],grad_var_nam:30,gradient:[6,7,8,10,20,21,23,26,28,33,37,50,53,62,63,64,65,71,74,79,95,99,102,110,123],gradient_clipping_threshold:[6,123],gradient_evalu:7,gradient_flat:30,gradient_machin:[28,59],gradientmachin:[4,28,59,65,121],gradientmachine_:36,gradopdescmak:[53,75],gradopdescmakerbas:75,gradopmak:75,gradual:100,grai:15,grain:48,gram:120,grandient:28,grant:104,graph:[8,21,28,31,32,33,42,47,49,60,63,64,66,70,71,73,84,96,120],graphviz:122,grayscal:2,great:[72,118],greater:[8,64,102],greaterthan:80,green:49,grep:[86,106],gridsize3d:25,groudtruth:91,ground:[7,8,123],group:[9,21,22,37,51,81,118],group_input1:91,group_input2:91,group_input:91,grouplen:14,grow:93,grpc:118,gru:[8,61,91,123],gru_bias_attr:9,gru_decod:91,gru_decoder_with_attent:91,gru_encoder_decod:120,gru_layer_attr:9,gru_memori:9,gru_out:61,gru_param_attr:9,gru_siz:123,gru_step:[61,91],gru_step_lay:9,grumemori:[9,91],gserver:[8,55,56,94],gsizex:100,guarante:[68,94],guard:36,guest:[88,92],gui:[99,100],guid:[25,44,74,91,93,94,100,104,105,117,120],gzip:[13,37,105],h0_bn:49,h_prev:31,had:92,hadoop:[13,29],half:[46,104],half_to_float:46,hand:[74,81,96,102],handi:32,handl:[13,29,41,51,65,69,70,73,78,81,83,101],handler:[28,31],handwrit:2,happen:[37,80],hard:[47,61,70,72,83,92,104,123],hardwar:[47,81,92,100],has:[2,4,7,8,9,14,21,25,29,30,31,32,33,37,38,40,42,46,47,49,51,57,61,63,66,70,72,73,74,79,80,81,82,91,92,93,94,95,100,101,104,105,115,118,120,123],has_kei:28,has_selected_colum:8,hasdependentvar:67,hash:63,hasn:47,have:[1,2,4,8,9,13,21,29,30,31,32,33,37,38,40,41,43,46,47,48,49,50,54,57,60,61,63,64,65,66,68,69,70,72,73,74,75,78,79,81,82,84,85,86,91,92,94,95,100,102,104,110,112,115,116,118,120,123],haven:[47,92],hdf:[1,13,35],head:[93,95,102,106,120],header:[38,57,59,74,81,94,114,115,116,120,122],headip:106,heard:92,heavi:103,height:[8,13,15,31,58,69,94,95],height_:79,held:33,hello:29,help:[2,4,8,21,31,45,47,51,61,69,74,83,92,93,99,103],helper:[8,21,70,75,83,94],henc:[64,68,70,75,76,78],here:[2,4,6,7,8,9,13,21,29,32,33,39,43,45,47,50,51,60,69,76,80,85,86,88,91,93,95,97,102,103,104,105,109,112,115,116,118,120,122,123],heterogen:[70,72],heurist:[8,61,72,110],hidden:[8,9,21,62,70,91,104,123],hidden_out:31,hidden_s:9,hidden_t_prev:21,hidden_valu:21,hierarch:[8,66,68,74,91],hierarchi:74,high:[6,20,46,63,81,94,102,118,121],higher:[1,48,60,83,93],highest:[13,31],highli:[1,2,14,83,91,112],him:29,hint:[54,72,99],his:73,histor:48,histori:10,hl_get_sync_flag:94,hold:[29,33,37,39,46,49,51,53,73,78,80,81,82,96,104],holder_:[81,96],home:[35,45,70,73,86,99,104,105,106],honor:37,hook:[2,6],hookattr:6,hookattribut:6,horizont:[8,15,122],host:[32,41,104,105,114,115,116],host_c:[114,115,116],hostfil:106,hostnam:104,hostpath:105,hostport:104,hour:92,hourli:93,hous:[2,14,89,120],how:[1,2,6,8,21,29,31,33,37,43,45,47,48,51,54,60,61,65,70,76,80,82,91,92,99,102,104,105,110,113,116,122,123],howev:[2,8,9,30,40,43,47,64,65,68,69,70,75,76,79,80,81,82,91,104,109,110],howto:102,hpp:[46,58],html:[14,20],htod:100,http:[8,9,13,14,20,32,41,49,85,86,92,93,97,99,101,104,105,114,116,118,121,122],huber:8,huge:64,human:[8,20],hwc:15,hyper:[8,49,94],hyperparamet:[8,76],hyperplan:13,i1117:100,i386:115,iOS:[116,117],iamfullaccess:104,iamusersshkei:104,icc:47,ics:14,id_input:7,id_rsa:106,idea:[32,47,64,69,76,99],ideal:[70,82],ident:[8,75,95,104],identifi:[8,52,94],identityoffsetproject:8,identityproject:8,ids:[7,8,21,61,94,123],idx:[37,49,94],ies:45,ifels:[31,66],ifelseop:66,ignor:[2,8,21,110,120],illustr:[2,7,33,38,48,60,70,73,91,94,100,123],ilsvrc:122,im_siz:49,imag:[2,11,12,13,14,21,22,29,47,49,50,61,62,66,69,73,85,92,93,104,107,108,112,118,121,122],image_a:69,image_b:69,image_fil:69,image_h:21,image_lay:69,image_list_provid:122,image_nam:29,image_path:69,image_reader_cr:69,image_s:122,image_w:21,imagenet:[8,20,35],imagepullpolici:104,imageri:8,images_reader_cr:69,imagin:50,img2label:15,img:[2,8,9,70],img_conv_lay:9,img_featur:2,img_pool_lay:9,imgsiz:100,imgsizei:100,imgsizex:100,imikolov:102,immedi:[64,76,85,104],immutable_paramet:29,impel:81,imperfect:74,implement:[2,8,9,13,20,21,23,26,31,37,38,39,40,41,47,48,51,52,53,58,59,61,65,67,70,72,78,80,81,82,83,91,123],implemet:36,impli:32,implicit:73,imposs:[61,118],impractic:82,improv:[8,71,72,74,99,100,104],in_fals:21,in_plac:21,in_tru:21,inarg:36,inbound:104,includ:[1,2,7,8,9,14,15,21,23,29,31,32,38,41,46,47,49,51,58,59,60,61,66,68,74,80,85,88,91,92,94,95,99,100,102,104,105,110,114,115,116,120,123],inclus:61,incom:54,incorpor:8,incorrect:8,increas:[33,37,46,102,110],increment:[42,50,110],incupd:94,inde:13,independ:[8,30,38,71,73,78,81,118,123],index:[2,7,8,11,13,14,21,28,30,31,33,37,66,68,83,104],indexslot:8,indic:[2,7,8,21,31,38,43,49,60,66,75,79,81,83,103,104,114],indice_map:83,indices_map:83,individu:[33,63,104],industri:[33,57,118],ineffici:[65,82],infer:[0,15,21,29,31,33,42,47,52,53,54,55,58,67,68,73,74,79,82,89,115,116],infer_shap:68,infer_var_type_:53,inferenc:115,inferfac:53,inferior:40,infernec:116,infershap:[31,68,74,95,96],infershapecontext:[95,96],infervartypefn:53,info:[7,8,14,46,60,94,103,118],infom:8,inform:[4,8,14,21,28,31,41,45,51,54,57,60,63,68,70,76,78,79,93,94,95,96,99,100,104,110,114],infrastructur:[47,104,121],ingor:110,ingrad_:56,inherit:[31,62,74,81,95],ininst:29,init:[6,20,28,31,49,56,60,61,70,71,89,94,102,104,112,121,123],init_attr:68,init_from_tar:28,init_hook:123,init_model_path:[109,110,112,120,123],initi:[2,4,6,8,9,14,16,21,28,32,37,42,50,60,63,64,68,70,71,72,76,80,83,89,91,94,95,101,110,120,121,123],initial_max:6,initial_mean:[6,8],initial_min:6,initial_std:[6,8],initialize_op_attr:68,initpaddl:[4,121],initrd:118,inlcud:9,inlin:[81,96,104],inner:[8,94],inner_param_attr:9,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input0:96,input1:[8,9,96],input2:8,input:[2,4,5,7,8,9,11,13,15,21,22,28,30,31,36,40,42,46,47,48,49,50,51,53,54,56,60,61,64,65,67,68,69,70,71,72,73,74,75,78,80,81,82,83,89,91,93,94,95,96,101,106,112,120,121,122,123],input_conf:8,input_data:94,input_data_target:94,input_dim_idx:21,input_dtyp:21,input_featur:5,input_hassub_sequence_data:94,input_id:8,input_imag:9,input_index:94,input_label:94,input_lay:94,input_loc:8,input_nam:29,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seg:83,input_seq:8,input_sequence_data:94,input_sequence_label:94,input_sparse_float_value_data:94,input_sparse_non_value_data:94,input_t:94,input_to_check:30,input_typ:123,input_valu:30,input_var:[30,68],inputbuff:36,inputdef:94,inputgradi:75,inputlayers_:94,inputs_to_check:30,inputtyp:[2,13],insert:[63,67,74,75,93],insid:[7,9,33,42,54,65,69,70,72,74,75,86,104],inspir:120,instal:[8,41,56,77,85,86,92,93,97,99,102,105,122],install_android:114,instanc:[8,30,31,33,35,39,43,52,60,61,64,68,70,71,74,75,91,94,96,100,110],instance_ip:104,instanti:[33,43,101],instead:[8,9,11,13,32,36,41,46,47,50,51,70,92,93,123],instrins:46,instruct:[31,50,86,92,100,114,123],int16:84,int32:[66,83,84,110],int64:[21,44,79,82,84],integ:[2,7,8,13,21,37,41,46,58,61,94,123],integer_valu:[2,13,123],integer_value_sequ:[2,13,61,91,123],integr:[7,85,118],intel:[47,81],intellig:20,inteloptimizedpaddl:56,intend:85,inter:[8,70],interact:[8,86,104],intercept:8,interchang:[50,74],interconnect:63,interest:[46,63,100],interestingli:47,interfac:[0,4,6,8,9,20,23,25,26,28,31,37,41,45,51,63,65,74,75,81,85,95,96,104,115,118],interg:123,intergr:8,intermedi:[45,49,62,70,92,114,116],intern:[8,9,20,23,28,46,99,102,103,104],internel:56,internet:[32,33,118],interpret:[2,7,43,47,85,100],interv:8,inth:96,intrins:[43,46,116],introduc:[2,8,15,31,33,49,55,57,76,78,80,95,99,102,105],introduct:[3,121],introductori:92,intuit:[40,74],inval_:56,invalid:[69,78],invent:47,invoc:[32,47,48,74],invok:[2,8,18,28,65,68,70,72,74,75,80,82,92,93,100,104],involv:[61,95,121],iob:7,ioe:7,ios:115,ios_arch:115,ios_deployment_target:115,ios_development_root:115,ios_enable_bitcod:115,ios_platform:115,ios_sdk_root:115,ios_use_veclib_for_bla:115,ipad:115,iphon:115,ips:104,ipt:[8,68,80,91],ipx:118,ipython:29,is_color:15,is_discriminator_train:121,is_gener:[120,121],is_generator_train:121,is_loc:28,is_predict:123,is_revers:21,is_seq:[8,91],is_spars:21,is_stat:6,is_target:67,is_tensor:80,is_test:[21,122],is_traget:67,is_train:[2,15],isn:100,isspars:94,issu:[32,49,73,86,88,92,93,100],istag:77,item:[8,13,28,40,46,69,89,118],iter:[8,9,10,13,28,29,33,47,64,69,70,83],iter_multiple_input_and_param:68,its:[2,8,9,20,21,26,28,29,30,31,33,37,42,47,49,50,51,53,57,60,61,63,64,65,67,68,74,75,78,79,80,81,82,88,94,95,96,100,102,104,110,120,121,123],itself:[33,40,64,78],ivs:80,java:[31,58,66,74],jeremi:100,jian:20,job:[4,14,40,70,73,74,86,102,109,110,112,122,123],job_dispatch_packag:103,job_id:14,job_mod:120,job_nam:[41,104],job_namespac:104,job_path:104,job_workspac:103,jobpath:104,jobport0:104,jobport1:104,jobport2:104,jobport3:104,jobserv:41,join:33,joint:120,jointli:9,journei:86,jpg:[15,122],json:[51,104,105],jth:9,judg:8,juditski:64,jupyt:[41,86],just:[2,5,7,8,9,14,21,32,37,38,47,49,53,64,65,68,69,70,74,75,76,78,79,85,88,92,93,103,104,112,114,120],jx4xr:104,jypyt:29,k8s:118,k8s_data:104,k8s_job:29,k8s_token:29,k8s_train:104,k8s_user:29,kafka:35,kaim:20,kaimingh:122,kebilinearinterpbw:100,kebilinearinterpfw:100,keep:[2,8,13,15,20,33,47,50,61,64,68,78,80,85,93,118],keep_dim:21,keep_top_k:8,kei:[2,14,15,25,28,30,31,33,35,37,44,46,54,74,75,80,83,92,93,95,100],kept:[8,68],kera:76,kernel:[8,30,46,47,54,56,64,76,79,81,82,95,96,100,123],kernel_hint:54,kerneltyp:[54,82],kerneltypepair:82,key1:110,key2:110,key_pair_nam:104,keyid:104,keymetadata:104,keypair:104,keyserv:104,keystat:104,keyusag:104,keyword:[2,68],kforcecpu:54,kill:[33,104],kind:[1,2,29,30,33,39,50,54,62,63,81,82,84,86,104,105,121,123],kms:104,know:[2,29,37,57,93,94,99,100,102,104,114],known:[21,31,47,48,60,121],kriz:14,kselectedrow:79,ksimonyan:9,kube_cluster_tl:29,kube_ctrl_start_job:29,kube_list_containers_in_job_and_return_current_containers_rank:29,kubeconfig:104,kubectl:[103,105,106],kuberent:[33,104],kubernet:[29,33,74,102,107,108,118],kubernetes_service_host:29,kusecudnn:54,kusemkldnn:54,kvp:25,kwarg:[2,9,10,13,18,21,23,42,51,68,80,123],kwd:25,l1_rate:6,l1_regularization_op:76,l2_rate:6,l2_regularization_op:76,l2_sim:8,l2regular:123,l93:36,label:[2,4,7,8,13,14,15,21,28,42,47,49,50,51,62,66,69,70,72,73,82,101,105,121,122,123],label_dim:[8,123],label_fil:69,label_lay:69,label_path:69,lag:110,lake:2,lambdacost:8,lambdarank:8,lan:102,languag:[8,14,50,74,78,112,120],larg:[11,14,57,64,70,72,93],larger:[2,6,7,8],larger_than:[31,52,66],last:[7,8,9,21,47,60,66,91,110,123],last_seq:61,last_time_step_output:8,lastseen:105,latenc:[8,46,70,103,104],latent:8,later:[32,47,74,76,81,85,88,95,96,104,119,123],latest:[8,31,32,33,40,85,86,88,97,105,115],latter:[64,83,99],launch:[104,110],launcher:29,layer1:[8,9],layer2:8,layer3:8,layer:[4,6,7,9,11,13,16,20,27,28,31,36,47,49,50,52,62,64,66,69,70,72,74,76,80,81,83,89,91,98,101,109,110,120,121,122,123],layer_0:94,layer_attr:[8,91,112],layer_help:54,layer_num:[112,122],layer_s:8,layer_typ:[8,55,56],layerbas:94,layerconfig:94,layergradutil:94,layerhelp:[21,54,68],layermap:94,layeroutout:8,layeroutput:9,layout:[15,82],layout_:[54,82],layouttyp:[54,82],lazi:[64,76],lbl:7,lead:100,leaki:49,learing_r:62,learn:[6,7,8,9,10,14,29,38,40,43,49,50,56,61,63,64,69,70,72,73,74,76,81,86,91,92,94,95,97,100,115,119,122,123],learnabl:28,learning_method:[120,123],learning_r:[6,23,38,70,101,120,123],leas:33,least:[7,21,33,88,114],leav:[2,31,104],lecun:14,left:[8,31,96,115,122],left_cmd:13,left_right_flip:15,legaci:86,legal:80,len:[2,8,21,38,44,47,68,89,94,123],length:[8,9,13,14,15,21,38,46,55,57,60,61,74,83,91,105,110],less:[8,21,29,118],less_than:29,let02:105,let:[4,7,8,29,31,40,48,50,54,60,61,62,75,81,82,95,99,104],level:[6,8,20,21,46,48,51,57,60,61,81,83,84,93,103,110,114,121],lgtest:32,lgtest_main:32,lib64:[86,110],lib:[59,85,86,99,102,114,115,116],libapi:32,libari:59,libc:88,libcuda:86,libgcc_:88,libgoogl:99,libiomp5:56,libmkldnn:56,libmklml_intel:56,libnvidia:86,libpaddl:[58,59,74,99],libpaddle_capi:59,libpaddle_gserv:59,libpaddle_math:59,libpython2:85,librari:[8,32,39,56,59,63,70,82,85,88,95,102,110,115,116],libstdc:88,licens:[56,63],life:33,lifecycl:118,lifetim:[78,88],lightweight:48,like:[2,7,8,13,14,21,31,32,33,36,41,43,47,48,49,50,51,53,63,64,68,69,74,75,76,78,79,82,83,85,88,91,92,93,99,100,101,102,104,109,112,114,115,116,118,120,122,123],limit:[8,13,21,47,57,61,74,76,100,110],linaro:116,line:[1,2,4,7,13,25,32,36,41,45,50,64,66,68,74,76,92,93,98,99,100,103,104,112,120,122],line_break:13,linear:[8,21,61,89],lineno:99,link1:46,link2:46,link:[8,9,32,44,45,78,88,95,104,118,123],linux:[13,44,86,88,92,93,102,104,116],linux_x86_64:[77,88],lipeng:120,lipo:115,list:[1,2,7,8,9,13,15,18,21,23,28,29,31,32,37,41,43,45,47,49,62,65,68,73,75,78,83,89,91,92,94,95,99,102,104,110,112,116,122,123],listdir:102,listen:[33,102,110],littl:[1,2,38,47,54,57,110,123],live:[95,101],load:[1,2,4,15,29,33,49,63,68,70,85,95,104,110,122],load_and_transform:15,load_featur:122,load_feature_c:122,load_feature_pi:122,load_imag:15,load_image_byt:15,load_missing_parameter_strategi:[109,110,112,120],load_mnist:49,load_uniform_data:121,loadparamet:4,loadsave_parameters_in_pserv:[36,109,110],loc:[7,20],local:[6,21,28,30,31,33,39,40,50,60,66,68,74,85,86,92,93,99,103,105,109,110],local_scop:30,localhost:[86,97],localpath:45,locat:[8,28,32,47,83,91,94,102,116,123],lock:[32,33,37,38,72],lod:[21,57,60,79,83,84],lod_desc:[79,84],lod_expand:61,lod_level:[21,68,79,84],lod_tensor:[21,60,79,84],lod_tensor_arrai:21,lodtensor:[21,53,57,74,84],lodtensordesc:[57,79],log:[2,37,45,49,70,88,94,102,103,104,105,106,110,116],log_barrier_abstract:110,log_barrier_lowest_nod:[109,110],log_barrier_show_log:[109,110],log_clip:[109,110],log_error_clip:[109,110],log_period:[105,110,112,121,123],log_period_serv:[109,110],logarithm:5,logger:2,logic:[2,40,49,53,62,63,65,70,72,78,83,95],login:[88,106],logit:[49,82],longer:[33,70],look:[2,7,31,41,47,50,64,68,75,76,101,102,104,105,109,121,123],lookahead:8,lookup:[21,53,61,101,123],loop:[30,31,47,69,78],loop_var:83,loss:[8,23,49,51,62,64,76,94,121,123],lot:[61,64,68,70,76,102,109,118],low:[8,20,62,63,81,83],low_rnn:60,lower:[8,46,60,61,93,103],lower_level_rnn:60,lowest:110,lpaddle_capi_shar:59,lpaddle_capi_whol:59,lrelu:49,lstm:[8,21,91,105,123],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:9,lstm_layer_attr:9,lstm_size:123,lstm_step:9,lstm_unit_op:21,lstmemori:[9,91],lstmemory_group:8,lstmlayer:55,ltr:8,mac:[59,92,93,114],machin:[9,14,28,47,49,56,63,64,70,72,76,85,88,92,94,104,105,106,109,110,112,116,118,123],machine_transl:91,maco:[88,89,92,115],macro:[48,75,95],made:[2,33,38,47,91],mai:[2,8,9,30,31,42,46,54,63,69,70,72,73,74,78,82,85,86,96,97,100,102,104,116],main:[2,4,21,47,51,63,66,74,88,99,102,104],main_program:[18,21,42],mainli:[39,81,85,95,110],mainlin:88,maintain:[8,31,37,64,68,74,104,119],majel:32,major:[46,70,82,114,121,122],make:[2,7,8,29,31,32,33,37,38,40,46,47,50,60,61,64,65,68,69,70,71,74,76,81,83,85,92,93,94,95,99,100,102,104,114,115,116,118,123],make_ddim:96,make_function_oper:48,make_vari:80,maker:[74,75],malloc:[81,94],man:44,manag:[23,28,33,38,39,45,70,78,81,88,97],mandarin:8,mandatori:115,mani:[9,15,32,37,47,49,54,61,65,68,74,75,78,79,80,82,83,92,110,123],manili:51,manipul:[47,68,75,103,115],manner:[8,64,76],manual:[62,64,70,75,103,114,115,118],manufactur:47,manylinux1:88,manylinux1_x86_64:[77,88],map:[2,7,8,13,28,29,31,37,68,75,78,80,81,82,83,92,110,118,122],map_fn:83,map_read:13,mapper:13,mapreduc:[29,102],mark:[2,49,50,60,61,72,78,91,99,118],market:46,mask:[6,8,21],master:[29,40,74,77,110,116],mastermind:32,mat:[58,59],mat_cache_row:36,mat_norm:36,mat_normal_shar:36,mat_param_attr:9,mat_sparse_row:36,mat_sparse_row_auto_grow:36,mat_sparse_row_id:36,mat_sparse_row_prefetch:36,mat_sparse_row_prefetch_full_s:36,mat_value_shar:36,match:[8,21,32,46,88,100],matchbox:118,math:[9,56,58,74,93,94,95,100],mathemat:76,matirx:8,matmul:[31,51,60,83,95],matric:[4,91,94],matrix:[7,8,9,13,21,28,36,58,59,94,95,109,112,115,122],matrixptr:94,matrixtyp:59,matter:2,mattyp:36,matur:102,max:[2,6,8,13,14,21,22,30,68,71,100,110,112,123],max_diff:30,max_id:[8,28,123],max_job_id:14,max_length:[8,61,91],max_movie_id:14,max_relative_error:[30,95],max_sort_s:8,max_user_id:14,maxframe_evalu:7,maxid:[7,123],maxid_evalu:7,maxid_lay:123,maxim:8,maximum:[7,8,14,31,38,91,95,100,110,123],maxinum:11,maxoutfunctor:81,maxpool:8,mayb:31,md5:[14,34],mean:[2,6,7,8,9,10,11,13,15,20,28,32,51,61,67,69,70,71,78,82,86,91,92,95,99,100,101,104,110,112,118,120,121,122,123],mean_meta:122,mean_meta_224:122,mean_valu:122,mean_var_nam:8,meant:83,measur:[42,100],mechan:[8,9,39,42,68,75,91,104],mem:[8,31,41,61],mem_per_p:73,mem_per_train:73,member:[8,14,29,50,51,65,68,78,95],memcpi:[65,100],memor:8,memori:[1,2,9,31,36,37,41,46,56,57,61,64,74,82,91,92,93,94,96,100,101,105,110,112,123],memory_boot:9,memory_nam:8,memory_test:92,memory_threshold_on_load_data:110,memoryalloc:81,mention:[21,32,37,47,60,63,64,70,72,92],mere:9,merg:[8,18,38,40,42,56,60,63,65,71,93,97,110,115,120],mergedict:120,messag:[31,43,47,50,57,66,67,68,74,75,79,84,93,105,110],meta:[122,123],metaclass:95,metadata:[44,104,105],metal:118,metaphor:50,metaplotlib:29,method:[2,8,10,20,23,28,30,31,40,46,49,50,51,54,62,63,68,69,71,72,74,78,79,82,83,86,88,94,95,96,97,99,100,110,112,123],methodolog:64,metric:[18,42],microarchitectur:46,might:[8,31,32,47,66,72,92,93,94,99,104,114],mileag:100,million:[14,112],min:[6,8,68,71,100,104,112],min_block:31,min_count:72,min_desc:31,min_pool_s:2,min_word_freq:14,mind:99,mini:[2,8,13,18,21,28,31,33,42,43,47,52,60],mini_batch:69,minibatch:[8,21,31,42,50,52,66],minim:[2,23,31,47,49,62,72,74,101,110,114,115,116],minimum:[8,114,115],minimun:110,minsizerel:[114,115,116],minst:2,minu:75,minus_grad:75,minusgradop:75,minusop:75,minusopgradmak:75,minusopprotoandcheckermak:75,minut:[33,40,86,92,104],mirror:[32,86],mislead:38,miss:[49,110,120],mistak:47,mit:104,mix:[9,83,91],mixed_lay:9,mixed_layer_attr:9,mixedlayertyp:8,mixtur:99,mkdir:[45,85,97,104,106],mkl:[47,74,81,82,85,86],mkl_packed_:55,mkldevicecontext:81,mkldnn:[8,56,82],mkldnn_:56,mkldnn_batch_norm:8,mkldnnactiv:56,mkldnnbase:56,mkldnnlayer:56,mkldnnmatrix:56,mkldnnplace:[81,82],mkldnnstream:56,mkldnntester:56,mklml:56,mklpack:55,mklpackedgatedrecurrentlay:55,mklpackedgemm:55,mklpackedlstmlay:55,mklpackedrecurrentlay:55,mlp:51,mlr:20,mnist:[2,4,35,49,50,66,69,70,73,74,99],mnist_provid:2,mnist_random_image_batch_read:69,mnist_train:[2,69],mnist_train_batch_read:69,mobil:[46,47,74,97,113],mod:102,mode:[8,25,28,46,55,63,93,110,121,122],model:[0,1,4,8,9,14,28,31,33,34,42,50,55,62,63,64,70,72,73,74,76,82,83,89,93,94,97,98,102,104,110,119],model_config:[4,121],model_list:[110,112],model_path:112,model_zoo:[120,122],modif:87,modifi:[4,8,46,51,70,76,91,94,95,102,103,104],modul:[1,2,4,9,14,28,48,49,61,70,83,95,99,122,123],modular:61,modulo:8,moment:[23,99],momentum:[6,21,23,78,123],momentumop:99,mon:105,monitor:123,mono:8,month:[32,123],more:[1,2,4,7,8,9,13,21,29,30,32,33,37,40,41,45,46,47,48,50,54,60,61,62,68,69,70,72,74,76,83,85,86,89,91,92,94,95,96,97,99,100,101,102,105,112,116,118,123],most:[2,4,8,13,21,28,29,32,40,50,51,61,64,69,70,76,81,82,88,91,94,99,100,101,109,118],mostli:[46,118],motiv:74,mount:[41,86,102,104,105],mountpath:[104,105],move:[8,33,37,45,47,64,86,100,104,118],movement:100,movi:[2,14],movidiu:47,movie_categori:14,movie_info:14,movie_review:14,movieinfo:14,moving_average_fract:8,mpi:[63,106],mpirun:106,mse:[47,50,62,66],msra:20,much:[8,33,47,62,69,76,83,100],mul:[48,68,73,94,95],mul_grad:95,mul_op:[21,95],mul_ratio:8,mul_result:68,mulgradkernel:95,mulkernel:95,mulop:[48,95],mulopgrad:95,mulopmak:95,multi:[8,42,63,65,94,99,103,109,110,118,122],multi_binary_label_cross_entropi:8,multi_crop:122,multigradientmachin:65,multinomi:8,multipl:[7,8,9,13,18,21,28,29,30,37,38,40,42,47,48,54,63,70,72,73,74,82,84,91,94,95,99,102,104,110,112,121,123],multiple_input:68,multiple_param_attr:68,multipli:[7,8,94],multiprocess:13,multithread:2,must:[2,5,7,8,9,13,15,21,38,57,67,68,69,74,80,91,94,95,96,102,104,110,112,114,116],mutabl:[81,96],mutable_data:[81,95,96],mutuable_data:[81,96],mxnet:[31,47],my_cluster_nam:104,my_external_dns_nam:104,my_lib:102,mypaddl:105,name:[2,6,7,8,9,11,15,18,21,25,28,29,30,31,33,35,36,38,41,42,46,48,51,54,56,57,59,61,66,68,73,74,77,79,80,83,84,86,88,89,91,92,94,95,100,101,102,105,107,108,110,112,115,118,120,121,122,123],name_prefix:35,namespac:[31,52,58,68,94,95,105],nativ:[8,46,93],natur:[37,40,61,72,83,112],navig:97,ncall:99,nccl1:63,nccl2:63,ncclinit:63,nchw8:82,nchw8c:82,nchw:[8,21,56],ndarrai:[15,28,35],ndcg:8,ndcg_num:8,ndk:114,nearest:[46,123],nearli:30,necess:83,necessari:[2,8,31,38,40,42,57,61,65,68,80,83,94,106,123],necessarili:94,neck:63,need:[2,7,8,9,13,20,23,26,29,30,32,36,37,38,40,41,42,45,47,48,49,54,61,62,63,64,65,67,68,70,72,73,74,75,76,78,79,80,81,83,85,86,87,88,89,91,94,95,96,97,102,104,105,109,110,112,114,115,116,118,121,122,123],neg:[2,7,8,123],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,neighberhood:63,neighbor:123,neon:[46,114,116],ner:7,nerual:21,nervana:47,nest:[2,8,13,31,66],net:[8,9,16,31,49,60,78],net_diagram:122,netop:[31,74],network:[1,2,4,6,7,8,13,20,21,26,27,28,29,30,31,33,36,42,49,51,55,56,60,62,64,69,70,72,76,78,80,81,82,84,89,94,95,96,100,102,110,118,120],network_config:112,networkadministr:104,neural:[2,4,8,9,13,20,28,29,31,33,51,55,56,60,64,70,76,78,81,82,84,89,96,100,102,110,120,121,122],neuralnetwork:65,neuron:[4,21,94,123],never:[13,69,78,104,105],new_block_idx:68,new_stat:60,newblock:68,newer:114,newest:38,newli:[46,115,118],newop:31,newopdesc:68,newprogram:68,newremot:70,newvardesc:68,next:[8,14,33,39,61,63,83,91,94,95,99,100,104,105,110],nextlay:56,nfs4:104,nfs:104,nfsver:104,ngram:14,nic:[109,110],nil:37,nine:14,nlp:[2,8],nltk:14,nms_threshold:8,nms_top_k:8,nnz:94,no_cach:2,no_grad_set:[23,30,95],no_sequ:[2,8],node1ip:106,node2ip:106,node3ip:106,node:[8,32,40,51,61,63,70,72,73,74,84,92,94,102,103,104,105,106,110,118],node_0:104,node_1:104,node_2:104,node_id:102,nodeattr:51,nodeentri:51,nodefil:103,nodesep:51,nohup:102,nois:[8,33,49,102,121],noise_dim:121,noisi:[8,49],non:[8,21,33,46,47,79,94,95,104,110],none:[1,2,4,6,7,8,9,10,11,15,18,20,21,22,23,28,29,30,31,42,49,51,52,60,61,62,66,68,73,80,83,91,101,122,123],nonlinear:[20,94],nor:92,norm:[9,49,121],norm_by_tim:8,normal:[2,4,8,9,14,20,64,91,94,102,105,110,120,121,122],normzal:122,notat:8,note:[2,4,6,8,9,11,15,18,28,29,31,36,37,41,57,63,69,74,81,82,85,86,95,96,97,100,102,104,110,112,115,120],notebook:[41,86],noteworthi:47,noth:[5,28,54,68,78,92,110],notic:[47,63,75,91,93,94],notif:93,notin:82,notingradi:95,notion:83,notori:30,now:[2,13,32,33,49,57,64,72,74,75,76,78,104,110,115,121],np_arrai:13,nproc:92,nullptr:[75,78,94],num:[8,9,102,110,123],num_channel:[8,9],num_chunk_typ:7,num_class:[8,9,51],num_col_dim:21,num_filt:[8,9,21,22],num_flatten_dim:21,num_gradient_serv:[102,109,110],num_group:8,num_hidden:51,num_input:93,num_neg_sampl:8,num_p:[70,73],num_parameter_serv:29,num_pass:[28,105,109,110,112,123],num_per_batch:15,num_repeat:8,num_result:7,num_results_per_sampl:8,num_row:79,num_shard:35,num_step:83,num_train:[70,73],number:[2,7,8,9,13,14,15,21,31,33,35,42,64,69,72,74,80,83,92,94,99,102,104,110,120,122,123],numchunktyp:7,numdevices_:112,numer:[8,95],numeric_grad:30,numerical_grad:30,numlogicaldevices_:112,numofallsampl:7,numofwrongpredict:7,numpi:[6,13,15,21,28,35,46,49,68,69,85,95,121,122],numreal:36,numsampl:100,numtagtyp:7,numtimeout:37,nv_:32,nv_gpu:92,nv_librari:32,nv_test:32,nvcc:[32,46,47],nvidia:[46,47,63,81,86,92,100,110],nvlink:63,obei:7,obj:[2,122,123],object:[2,4,6,8,9,13,28,29,36,42,49,51,58,62,68,73,74,76,78,96,100,121,122,123],observ:[8,94,100],obtain:[21,40,64,123],obvious:[32,99],occupi:46,occur:[14,28],occurr:31,oct:105,odd:8,off:[59,85,86,92,102,114,115,116,118],offer:[4,31,73,74,80],offici:[8,32,93,97,104,114],offlin:[33,35,118],offset:[8,36],often:[8,36,51,93,99,102,123],ograd:94,old:[30,38,40,61,74,110],older:[47,114],omega:76,omit:123,omp_num_thread:99,ompi_comm_world_rank:102,on_init:2,onc:[2,8,33,37,42,47,50,64,70,72,93,94,97,104,123],one:[2,5,7,8,9,11,13,20,21,23,26,28,29,30,31,33,36,37,38,40,41,42,43,46,47,48,49,51,53,54,57,60,61,62,63,64,65,66,67,68,69,70,73,74,75,78,79,81,82,83,86,92,93,94,95,101,103,104,105,106,110,112,118,120,121,122,123],onehotcrossentropyopkernel:95,ones:[48,49,74,93,95],onli:[1,2,4,7,8,9,11,15,21,26,28,29,30,32,36,37,38,39,40,41,42,43,45,46,47,49,50,60,61,62,63,65,68,70,72,73,74,79,80,81,82,83,85,87,88,91,92,94,95,96,97,100,104,105,109,110,112,115,118,120,122,123],onlin:[8,10,33,35,69],only_cpu:30,onnx:47,onto:[21,70,72,104,106],op_:95,op_check:95,op_class:[74,80],op_desc:[53,67],op_info:101,op_maker_class:[74,80],op_proto:80,op_registri:101,op_test:95,op_typ:[74,95],opattrcheck:95,opcreat:80,opdesc:[31,50,66,67,68,74,75,80,84],opdescbind:[53,75],opdescbuild:31,open:[2,8,15,29,35,47,49,56,69,93,99,102,104,122,123],openbla:[85,86,114],opencv:15,openmp:99,openmpi:102,opensourc:63,oper:[8,9,13,15,20,21,23,26,30,31,42,43,46,47,49,50,51,53,54,60,61,62,63,67,70,71,73,76,78,81,82,84,91,93,94,96,100,101,104,110,114,120],operand:[21,46],operator_grad:30,operatorbas:[31,48,74,75,80,95],operatorwithkernel:95,opinfo:[53,74,75],opinfomak:53,opinfomap:75,opkernel:96,opkernelkei:74,opmak:80,opproto:95,opprotoandcheckermak:[75,95],opprotomak:[80,95],opregist:80,opregistri:80,ops:[23,30,31,32,50,51,64,66,67,68,74,81,95,118],ops_:31,ops_test:32,opt:[29,62,67,73,80,85],opt_op_list:62,optest:95,optestmeta:95,optim:[2,6,16,27,28,30,49,63,64,65,66,70,71,72,73,74,76,79,94,99,100,101,102,114,116],optimis:62,optimize_op_attr:68,option:[2,7,8,18,21,25,29,32,49,54,57,66,67,68,74,79,80,84,92,94,99,102,103,112,114,115,118],optmization_op_list:62,opts_np:67,optyp:[53,80],opwithkernel:[79,82],order:[2,8,9,13,15,28,50,57,69,76,83,85,94,99,102,104,105,110,118,121,122,123],ordereddict:28,oregon:104,org:[7,8,9,14,20,35,44,49,86,121],organ:[7,8],orient:80,origin:[1,2,8,9,13,14,21,30,46,49,78,83,93,96,121],other:[2,7,8,9,13,21,23,31,33,38,45,46,47,53,60,64,67,76,78,80,81,82,85,91,92,93,99,101,102,104,105,112,114,115,116,118,120,121,122,123],otherchunktyp:7,otherwis:[1,8,13,14,15,21,28,29,33,38,40,49,53,69,91,93,103,112],our:[29,32,49,53,63,64,70,72,78,83,85,88,91,92,93,94,99,104,105,114,120,123],out:[8,21,28,29,31,32,37,40,47,51,60,61,68,70,82,89,91,95,96,99,100,104,105,106,110],out_dir:104,out_left:8,out_mem:91,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,outer:8,outgrad_:56,outlier:8,outlin:111,outout_lay:28,outout_layer1:28,outout_layer2:28,output:[4,5,6,7,9,11,13,21,25,28,29,30,31,35,40,45,47,48,49,50,51,52,53,57,60,61,64,66,67,68,69,70,72,74,75,78,79,80,81,82,83,85,91,92,93,94,95,96,99,100,102,105,110,112,114,120,121,122,123],output_:[8,56,94],output_all_step:60,output_dim_idx:21,output_dir:122,output_dtyp:21,output_fil:25,output_id:8,output_lay:[28,89,122],output_max_index:11,output_mem:[8,91],output_mod:25,output_nam:30,output_num:60,output_path:35,output_s:21,output_seg:83,outputbuff:36,outputgradi:75,outputh:8,outputw:8,outsid:[2,8,9,70,78],outter_kwarg:2,outupt:83,outv:94,outval_:56,over:[1,8,9,21,28,29,47,63,64,83,93,94,100,123],overal:[49,64,93,118],overfit:[21,76],overhead:100,overlap:[7,8,94],overlap_threshold:[7,8],overload:[46,54],overrid:[31,33,45,73,81,94,95,96],overview:[37,38,39,81],overwhelm:93,overwrit:[45,102],own:[8,38,40,43,51,53,62,63,64,70,73,76,80,95,102,103,104,114,115],owner:[92,93],paam:15,pack:[83,114],packag:[2,13,14,37,41,48,56,77,85,86,93,95,99,104],pad:[9,21,123],pad_c:8,pad_h:8,pad_w:8,paddepaddl:1,padding_attr:8,padding_h:21,padding_i:8,padding_w:21,padding_x:8,paddl:[2,4,5,6,7,8,9,10,11,13,14,15,18,20,21,22,23,25,26,28,29,31,32,33,35,41,45,48,49,52,55,56,57,58,59,60,61,65,66,70,73,74,76,80,81,83,85,86,88,89,91,92,93,94,95,97,99,100,101,102,103,104,105,106,110,112,114,118,121,123],paddle_begin_init_param:38,paddle_dir:95,paddle_element_typ:38,paddle_element_type_float32:38,paddle_element_type_float64:38,paddle_element_type_int32:38,paddle_element_type_int64:38,paddle_element_type_uint32:38,paddle_element_type_uint64:38,paddle_enforc:31,paddle_enforce_eq:[95,96],paddle_error:[58,59],paddle_exampl:41,paddle_finish_init_param:38,paddle_get_param:38,paddle_gradi:38,paddle_init_num_gradient_serv:102,paddle_init_param:38,paddle_init_port:102,paddle_init_ports_num:102,paddle_init_ports_num_for_spars:102,paddle_init_pserv:102,paddle_init_trainer_count:102,paddle_init_trainer_id:102,paddle_init_use_gpu:102,paddle_job:41,paddle_manylinux_devel:85,paddle_matrix:[58,59],paddle_matrix_cr:59,paddle_matrix_get_shap:58,paddle_matrix_shap:58,paddle_new_etcd_pserver_cli:38,paddle_new_pserver_cli:38,paddle_on_cloud:41,paddle_output:105,paddle_paramet:38,paddle_pserver2:103,paddle_pserver_cli:38,paddle_pserver_client_releas:38,paddle_root:120,paddle_save_model:38,paddle_send_grad:38,paddle_source_root:120,paddle_train:[59,77,103],paddlepaddl:[1,2,4,8,9,13,14,15,28,32,33,35,38,39,40,41,44,45,48,49,50,52,54,57,60,61,62,65,68,69,73,74,78,83,84,87,89,91,92,93,94,95,99,100,102,103,106,107,108,117,118,119,122,123],paddlepaddlebook:86,paddlepadl:2,paddpepaddl:2,page:[93,104],pain:73,pair:[7,8,23,25,31,50,62,70,74,82],pairwis:8,pakcag:32,palceholder_just_ignore_the_embed:120,paper:[8,20,49,120,121,122],para:36,paraconvert:120,paradigm:[43,74],paragraph:60,paragraph_data:60,paragraph_out:60,parallel:[63,70,72,74,82,92,100,102,104,105,110,112],parallel_nn:[6,109,110],paralleldo:71,param:[6,8,9,13,23,30,31,38,65,68,81,96],param_attr:[8,9,21,22,36,68,91],param_config_proto:38,paramattr:[6,8,16,21,91],paramet:[1,2,4,7,9,10,11,13,14,15,18,21,23,25,27,30,31,32,34,36,40,43,45,47,49,50,51,53,57,60,62,63,66,69,70,71,78,80,82,83,85,89,93,94,96,98,101,103,112,115,121,123],parameter_block_s:[109,110],parameter_block_size_for_spars:[109,110],parameter_learning_r:6,parameter_list:[23,62],parameter_nam:[28,29],parameter_serv:29,parameter_valu:36,parameterattribut:[6,8,9,36],parameterclient_:36,parametermap:94,parametermutex_:36,parameters_:94,parameters_and_grad:[23,62],parameterserver2:36,parameterset:29,parameterupdat:65,parameterupdater_:36,parametr:8,params_grad:62,paramt:[104,120],paraphrase_data:120,paraphrase_model:120,paraspars:94,parent:[31,66,68,74,94],parent_:[31,78],parent_idx:68,parenthes:74,pars:[4,13,14,32,51,92,104,112,121],parse_config:[4,121],parser:13,part:[2,7,8,31,40,47,57,66,68,70,81,91,94,99,100,102,118,121,123],parti:[92,100,114,115,116],partial:[8,28,121],partial_sum:8,particip:95,participl:120,particular:[50,57,74,82,100],particularli:20,partit:[33,35,70,72,74,102,104],pass:[2,8,13,18,21,26,28,31,33,42,47,49,57,62,64,65,67,68,69,74,76,78,82,83,93,94,100,102,103,104,105,110,121,123],pass_gener:8,pass_id:28,pass_idx:69,pass_test:121,passtyp:94,password:106,past:[29,86,89,104],patch:44,path:[1,2,7,13,14,15,28,33,37,38,41,61,69,85,86,102,104,105,110,112,114,115,116,120,122,123],path_to_paddlepaddle_working_directori:97,pattern:[14,33,58,64,76,104],paus:[33,40],pcie:63,pdf:9,peer:63,pem:[29,35,104],pend:[33,37],peopl:92,pep425tag:88,pep8:93,per:[7,8,14,15,33,38,63,64,69,76,95,110,123],percal:99,perf_test:99,perfom:[110,112],perform:[1,8,9,20,21,30,38,42,46,47,49,63,65,69,70,74,76,81,82,91,92,94,95,98,102,109,114,115,116,121,123],perftool:99,period:[1,33,40,73,110,123],permiss:104,permut:21,peroid:[8,15],persist:[43,79,84,104],persistentvolum:104,persistentvolumeclaim:104,person:[7,29,54],perspect:[74,100],perturb:[30,94],peter:73,pex:118,pfs:[35,45,73],pfsclient:35,pfspath:45,pgp:104,phase:[21,61,63,64,69,75,118],philosophi:[64,76],photo:49,physic:[115,118],pick:[2,104,115],pickl:[102,106],pictur:[63,123],piec:[8,9,96],pil:[15,102],pillow:41,ping:93,pip:[77,85,87,89,93,97,99],pipe:13,pipe_read:13,pipelin:42,pixel:[2,8,13,14],pixels_float:2,pixels_str:2,place:[1,2,21,33,40,43,54,63,70,72,74,82,94,96,100,101,122],place_:[54,81,82],placehold:[49,81,96,120],placement:72,plain:[1,7,8,13,41,57,59],plan:[33,74,94,114],platform:[31,81,88,93,95,96,101,104,114,115,116],pleas:[2,4,6,8,9,10,15,29,33,37,38,39,51,60,68,69,73,74,81,84,85,86,88,91,92,93,94,95,96,97,99,102,104,114,115,116,119,120,123],plot:29,plu:[8,30],plug:[63,64],pne:95,png:122,pnpairvalidationlay:110,pnpairvalidationpredict_fil:109,pod:[35,41,104,105],pod_nam:104,point:[31,33,41,46,63,73,81,92,93,95,96,99,100,114,118],pointer:[31,38,47,51,68,74,78,81,96],polar:14,polici:[81,104],pollut:40,polyak:64,ponit:51,pool3:94,pool:[2,9,21,27,71,123],pool_attr:9,pool_bias_attr:9,pool_layer_attr:9,pool_pad:[9,21],pool_siz:[2,8,9,21,22],pool_size_i:8,pool_strid:[9,21,22],pool_typ:[8,9,21,22],pooled_height:8,pooled_width:8,pooling_lay:[9,123],pooling_typ:[8,123],poolingtyp:11,pop:[31,43],popul:38,popular:[32,49,51,122],port:[32,99,102,104,105,109,110],port_num:109,portabl:51,portal:97,ports_num:[102,110],ports_num_for_spars:[36,102,109,110,112],pose:33,posit:[2,7,8,9,123],positive_label:7,possibl:[29,31,37,68,72,76,100,121],post:[41,44],postpon:76,potenti:[46,100],power:[46,63,96,118,123],ppo_workspac:97,pprof:99,practic:[91,94],pre:[2,8,9,14,29,38,54,85,93,104,105,114,116,120],pre_activ:68,pre_bia:68,pre_dictandmodel:120,pre_stat:[60,83],preambl:68,precis:[7,42,46,64,85],precision_evalu:7,precompil:43,pred:[51,123],predetermin:[8,110],predic:14,predict:[2,3,7,8,28,70,76,89,91,110,120,123],predict_fil:110,predict_lay:28,predict_output_dir:[109,110,123],predict_sampl:4,predicted_label_id:123,prediction1:28,prediction2:28,prefer:[47,54],prefetch:[36,94],prefix:[7,9,33,35,61,104],pregrad:94,premodel:120,prepand:68,prepar:[4,30,41,65,91,107,123],prepend:68,prepend_oper:68,preprocess:[14,15,83,105],present:[29,31,83,122],preserv:45,press:20,prev_batch_st:[109,110],prev_cel:21,prev_cell_data:21,prev_hidden:21,prev_hidden_data:21,prevent:[1,10,21,29,33,37,40,76,99],preview:[74,97],previou:[8,9,28,33,45,60,61,72,94,99,104,110],previous:[8,105,122],previous_memori:31,price:[14,74,89],primari:[47,50],primarili:[64,76],primer:93,primit:[46,56,63,83],principl:[29,32],print:[6,28,29,47,51,70,88,89,99,106,110,120,123],print_graphviz:51,print_s3_bucket:13,printallstatu:100,printer:7,printstatu:100,priorbox:8,prioriti:74,prite:7,privat:[31,59,68,78,79,80,81,83,93,96],privileg:[92,104],pro:63,prob:[7,28,89,121],probabilist:[8,120],probability_of_label_0:123,probability_of_label_1:123,probabl:[7,8,21,28,61,86,91,93,122,123],problem:[4,8,29,30,32,40,47,49,50,64,74,76,88,92,123],proc:86,proc_from_raw_data:123,proce:[13,33,69,86,104],procedur:[31,57,96,115,120],proceed:20,process:[1,2,4,6,8,9,13,29,31,35,36,37,40,42,43,47,51,56,57,63,70,76,80,91,93,99,102,103,104,105,110,112,120,122,123],process_num:13,process_pr:123,processdata:122,processor:[46,100],produc:[8,9,13,33,47,51,69,122,123],product:[8,9,21,41,47,94,104,105,123],productgraph:105,prof:99,profil:[16,45],proflier:100,program:[1,13,18,20,21,25,29,35,38,40,43,50,52,62,63,69,70,73,74,78,99,100,103,110],programdesc:[43,47,57,67,68,73,75],programm:[47,68,70],progress:[33,37,110],proivid:2,proj:8,project:[8,9,41,59,91,94,95],promis:[8,9,61],prompt:[45,47],prone:29,propag:[8,10,47,64,95,110,112],proper:[54,102],properli:[54,92,123],properti:[2,51,76,110],propos:[31,47,61,62,63,64,71,72,83],proprietari:56,protect:[46,80,94,95],proto:[11,54,57,66,74,80,84,95],proto_:80,protobuf:[28,31,41,43,47,50,51,57,66,68,74,75,80],protoc:[114,116],protocol:[7,101,110,118],prove:123,provi:102,provid:[8,14,21,29,31,38,41,42,43,46,47,49,51,53,54,63,64,68,73,76,80,81,83,86,89,96,99,100,102,103,104,114,115,118,120,121,122],providermemory_threshold_on_load_data:109,provis:[104,118],provod:2,prune:[8,31],ps_desir:33,pserver:[28,36,38,39,41,74,102,104,109,110],pserver_addr:38,pserver_cpu:41,pserver_id:34,pserver_mem:41,pserver_num_thread:[36,109,110],pserver_spec:28,pserverstart_pserv:109,pseudo:[29,41,75,83],pseudocod:83,psize:94,ptr:[59,81],pub:106,pull:[32,74,77,93,120],purchas:123,purpos:[8,33,54,70,72,100],push:[31,43,47,93],push_back:94,put:[32,33,36,68,72,81,94,105,114,123],pvc:104,pwd:[85,86,92,97,114],pxe:118,py_paddl:[4,121],pybind:[31,46],pydataprovid:[1,2,123],pydataprovider2:[3,4,123],pypi:88,pyramid:8,pyramid_height:8,python2:99,python3:88,python:[1,2,3,13,21,28,29,31,39,42,43,47,48,49,50,51,54,58,61,65,74,77,81,83,85,86,88,89,91,92,93,97,101,102,106,120,121],pytorch:47,qualcomm:46,qualiti:123,queri:[7,8,104],query_id:7,question:[8,29,72,80,104],queue:72,quick:[51,110],quick_start:[41,104,105,107,123],quick_start_data:105,quickli:[61,68,74],quickstart:105,quit:[61,100],r14b:114,r_t:8,rais:[13,21,51,102],rajathkmp:49,ran:[72,100],rand:[49,100,110,112,121],random:[2,6,8,13,20,21,35,49,65,68,69,95,102,110,121],random_crop:15,random_imag:35,randomli:[15,21,40],randomnumberse:109,rang:[2,8,13,20,21,35,46,49,69,70,73,80,93,110,112],rank0:63,rank1:63,rank:[8,21,29,83,96,104,122,123],rank_tabl:21,rankdir:51,ranktabl:21,rapid:75,rare:2,raspberri:117,raspberry_pi:116,raspberrypi:116,raspbian:116,rate:[6,7,8,9,10,14,38,94,123],rather:[4,41,49,83,104],ratio:[8,110],raw:[8,13,57,123],rdma:110,rdma_tcp:[109,110],reach:[33,63,100],read:[1,2,13,15,21,28,29,33,35,47,69,70,72,74,83,86,91,92,97,102,104,114,118,122,123],read_from_realistic_imag:29,read_from_rng:29,read_lock:34,read_minibatch:47,read_mnist_imag:29,read_ranking_model_data:29,readabl:[74,99],reader:[0,14,28,35,46,49,50,66,70,73,99,102],reader_cr:35,reader_creator_bool:69,reader_creator_random_imag:[13,69],reader_creator_random_image_and_label:[13,69],readi:[33,104,105,118],readlockguard:36,readm:59,readonesamplefromfil:2,readwritebuffer_:36,readwritemani:104,real:[2,8,21,36,49,69,102,121],realist:29,realiz:[31,60],realli:[47,76],reason:[9,29,30,33,47,93,105],recal:7,receiv:[13,33,41,60,72],recent:64,reciev:110,recognit:[2,8,122],recommand:2,recommend:[1,9,29,85,86,87,91,93,94,97,102,103,110,114],recompil:100,record:[13,37,80,104],recordio:[13,14,29,35,37,70,73],recov:[33,83,121],recover:74,recoveri:37,rectifi:[8,20],recurr:[55,60,78],recurrent_group:[9,91],recurrent_lay:9,recurrent_op:83,recurrentgradientmachin:[59,61,83],recurrentgroup:7,recurrentlay:[55,110],recurs:[31,32,45,74],recv:[63,70,72,104],recvparametertyp:36,red:[49,99],redirect:13,reduc:[8,21,46,63,72,74,86,93,99,103,110,112],reduce_by_kei:74,reduce_mean:49,refactor:[50,61,64,65,68,70,72,76,83],refer:[1,4,6,8,9,10,15,20,21,25,30,31,33,37,38,39,46,51,60,63,66,68,74,76,78,81,83,84,85,86,91,92,94,95,96,105,114,115,120,123],referenc:[8,37],reflect:37,reformat:93,refrain:95,reg:80,regard:118,region:[8,78,100],regist:[75,81,82,94,100],register_gpu_profil:100,register_lay:94,register_op:[48,74,75,80,95],register_op_cpu_kernel:[81,95],register_op_cuda_kernel:[81,95],register_op_without_gradi:[74,95],register_oper:[53,75],register_tim:36,register_timer_info:100,registerop:80,registr:[95,101],registri:[41,53,81,105,118],regress:8,regular:[6,16,21,23,94,104,123],regularization_coeff:26,reinforc:73,rel:[1,9,30,40,76,95,114],relat:[2,33,40,41,46,78,82,93,99,105,115,116,118],relationship:[75,81,121],releas:[73,77,104,114,115,116],relev:95,reli:[30,61,62,64,76,95,99],reliabl:[33,76],relu1:51,relu2:51,relu:[8,49,51,94],relwithdebinfo:99,remain:[83,123],rememb:[8,93],remot:[6,32,36,74,93,94,104,110,112],remote_ess:73,remote_sess:73,remoteparameterupdat:[36,39,110],remov:[13,45,47,61,93,110,114,115],ren:20,renam:[45,46,88],reorgan:8,repeat:[31,50,66,67,79,80,84,99],repeatedli:50,replac:[32,37,53,64,73,75],repli:93,replic:70,replicaset:41,repo:[32,93,97,116],report:[37,46,47,70,100],reportdataset:37,repositori:[8,97,114],repres:[2,4,8,9,21,31,37,47,51,57,61,64,68,72,73,74,76,79,81,83,84,91,94,104,123],represent:[8,38,49,50,61,70,79,123],reproduc:92,request:[32,33,36,40,70,74,77,93,104,105,118,120],requir:[1,7,8,23,29,33,38,40,41,45,46,51,56,60,64,66,67,70,72,74,76,79,80,84,88,92,93,94,95,97,102,104,105,114,116,118,121,123],res5_3_branch2c_bn:122,res5_3_branch2c_conv:122,research:[14,47,70],reserv:[2,21,45],reserveoutput:94,reset:[8,18,33,42],reset_program:[18,42],resetingrad:56,resetinvalu:56,resetoutgrad:56,resetoutvalu:56,resetxxx:56,reshap:[30,69,96],reshape_s:8,resid:92,residu:122,resiz:[15,36,81,95,96],resize_s:15,resize_short:15,resnet_101:122,resnet_152:122,resnet_50:122,resolv:[32,93,105],resourc:[43,63,73,81,104],respect:[2,30,46,49,60,91,94,110,122],respons:[8,36,42,49,63,64,65,76,104,105],rest:[2,8,31,41,44,82,118],restart:[33,38,104,105,118],restartpolici:[104,105],restor:[30,64],restrict:[76,78,99,110],result:[4,5,7,8,21,25,28,30,37,42,49,50,51,57,61,62,63,65,70,95,96,99,100,101,104,110,122,123],result_fil:7,resum:40,ret:13,retain:96,retran:104,retriev:[31,61,78,92,94,99,105],retriv:102,return_op_list:23,return_seq:9,reuqest:77,reus:[31,40,61,69,74,94,95],rev:92,revamp:70,reveal:[29,99],revers:[8,9,91],review:[14,105,123],reviews_electronics_5:105,revis:123,rewrit:[32,95],rgb:[8,15],rho:10,rid:47,right:[2,8,30,31,32,41,42,74,76,93,122],ring:63,rkt:[41,92],rmsprop:[64,123],rmspropoptim:64,rnn:[8,9,31,47,49,61,68,74,78,98,109,123],rnn_bias_attr:91,rnn_layer_attr:91,rnn_out:91,rnn_output:83,rnn_step:8,rnn_use_batch:[55,109,110],rnnalgorithm:61,rnnlm:14,rnnstep:83,roadmap:83,robust:[8,20],roi:8,role:[14,29,37,38,63,70,104],rollback:68,root:[10,11,63,104,105,115],rot:8,roughli:[2,121],round:[46,63],routin:[46,56,63],row:[4,7,8,13,21,36,94,122],row_id:8,rows_:79,rpc:37,rpcserver:37,rpi:116,rpi_arm_neon:116,rpi_toolchain:116,rsize:104,rtk:118,rtype:[8,13],rule:[7,47,50,70,94,104],run:[29,30,31,32,33,41,42,46,47,48,49,50,51,60,62,63,64,66,67,70,71,72,73,74,78,79,81,82,87,88,89,92,93,94,96,97,99,100,102,103,104,106,107,108,110,114,115,116,118,120,122,123],run_test:85,runinitfunct:100,runnabl:72,running_on_cloud:41,runserv:97,runtim:[1,2,25,31,53,60,73,74,84,86,103,114],runtime_table_:31,s_param:121,s_recurrent_group:91,sacrif:1,safe:41,sai:[8,50,52,69,70,92,110,112],said:47,sake:94,same:[2,4,7,8,9,20,21,28,29,30,37,38,40,48,49,51,54,60,61,63,68,70,73,74,75,78,82,83,85,91,95,96,103,104,112,120,123],samping_id:8,sampl:[2,4,7,13,14,42,49,80,86,102,103,110,112,120,121,122,123],sample_dim:121,sample_fil:13,sample_id:7,sample_num:7,sample_pars:13,sampler:49,satifi:7,satisfi:[32,79,88,104,123],save:[2,8,13,28,33,35,37,38,41,50,51,57,64,70,79,84,92,102,104,105,110,112,122,123],save_dir:[105,110,112,121,123],save_only_on:[109,110],save_parameter_to_tar:28,saving_period:[109,110],saving_period_by_batch:[109,110,112,123],saw:2,scalabl:74,scalar:[2,8,21,31,52,83],scale:[5,20,64,70,72,75,80,95,102,122],scaleop:95,scaleopmak:[74,95],scalingproject:8,scan:[37,74],scatter:[8,63],scenario:[61,109],scene:109,schdule:104,schedul:[37,41,72,104,121],scheduler_factor:6,schema:120,scheme:[7,10,36,76,95],scope:[30,43,71,73,101],score:[7,8,21,61],scp:106,scrip:123,script:[4,14,63,85,92,95,102,103,104,106,114,122,123],sdk:115,search:[8,33,78,85,91,110],second:[2,8,21,29,45,47,49,51,60,61,66,67,69,78,80,95,103,120,122,123],secret:104,section:[2,47,68,72,91,93,94,99,104,123],see:[2,4,8,9,29,33,46,47,68,73,93,95,96,99,100,104,120,121,122,123],seed:[20,21,100,110],seem:[32,46,47,88],seen:[76,95],segment:[7,60,83,96],segmentor:120,sel_fc:8,selcet:8,select:[8,61,104],selected_generation_scor:61,selected_id:[8,61],selected_indic:8,selected_row:[79,84],selected_rows_desc:[79,84],selected_scor:61,selectedrow:[53,84],selectiv:8,selector:105,self:[30,42,49,51,55,56,57,62,68,83,94,95],selfnorm:8,semant:[14,29,61,77],semat:29,send:[33,38,54,63,70,72,74,80,84,93,102,104,110],send_back_parameter_typ:36,sendbackparameterspars:36,sendbackparametertyp:36,sendparameterrequest:36,sendparameterrespons:36,sens:[64,76,93,99],sensit:8,sent:[29,38,70,74,80,105],sentenc:[2,8,14,47,60,61,83,91,123],sentence_input:83,sentiment:[2,123],sentimental_provid:2,separ:[2,7,21,25,38,48,64,70,75,76,102,110,120,123],seper:83,seq:[8,14],seq_len:83,seq_pool:8,seq_silc:8,seq_text_print:7,seq_to_seq_data:120,seq_typ:[2,13],seqenc:21,seqtext_evalu:7,seqtoseq:[8,120],seqtoseq_net:[8,120],sequel:2,sequenc:[2,5,7,8,9,11,13,14,21,31,43,47,50,55,62,66,83,93,94,120,123],sequence_conv_pool:123,sequence_group:8,sequence_nest_group:8,sequencesoftmaxop:21,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8],sequenti:[8,31,91,123],seri:[9,88],serial:[2,28,31,37,57,65,74,84],serializ:74,serv:[46,70,74,83,86,100,102,104,121],server:[29,32,36,39,40,47,63,70,74,85,94,103,109,118],serverless:33,servic:[99,102,118],sess:[49,51,62,73],session:[51,62,67,100],set:[1,2,4,6,7,8,9,13,14,15,21,25,28,29,33,41,49,53,60,61,67,68,74,75,78,81,83,85,91,92,93,94,95,96,97,98,99,100,102,103,104,105,109,110,112,115,116,120,122,123],set_active_typ:94,set_default_parameter_nam:6,set_drop_r:94,set_float_el:30,set_input:8,set_siz:94,set_typ:94,setdatatyp:79,setdefault:95,setp:104,setq:92,settup:94,setup:[2,64,70,77,94,95,118,123],sever:[2,7,8,30,36,49,60,61,63,65,68,79,83,85,102,103,104,112,123],sexstant:118,sgd:[23,28,29,33,41,64,65,70,72,73,79,101,102,121],sgd_optim:101,sgdasync_count:109,shall:32,shaoq:20,shape:[7,8,13,18,21,28,30,31,49,52,60,66,68,73,74,79,81,95,96,101,122],shard:[33,34,35,36,37,38,40,70,72,102,104],share:[8,21,32,49,59,65,68,74,76,81,83,92,95,100,110],shared_bia:9,shared_bias:8,shared_librari:32,shared_ptr:[58,59,78,81,96],shell:[86,104,122],shift:[8,122],shorten:8,shorter:[15,122],should:[2,4,6,7,8,13,15,18,20,21,23,25,26,28,29,30,31,38,41,42,46,47,48,49,53,54,60,61,62,64,65,66,69,70,74,75,76,79,80,82,83,84,89,91,95,97,103,104,114,123],should_be_fals:29,should_be_tru:29,should_shuffl:2,show:[4,7,10,31,33,45,47,52,57,60,63,64,66,83,88,92,96,102,104,105,110,120,122,123],show_check_sparse_distribution_log:[109,110],show_layer_stat:[109,110],show_parameter_stats_period:[105,109,110,112,123],shown:[2,8,29,42,63,70,91,94,96,100,104,121,122,123],shrink:94,shrink_rnn_memori:21,shuffl:[2,13],sid:104,side:[8,28,42,65,96,102,122],sig:104,sigint:103,sigmod:80,sigmod_op:80,sigmod_output:80,sigmoid:[8,22,31,73,80,83,94],sigmoidactiv:9,sign:[44,57,104],signal:103,signatur:104,signific:100,similar:[8,21,31,43,47,61,64,69,70,72,74,76,81,82,83,95,99,104,118,123],similarli:[8,13,47,95],simpl:[1,2,5,7,8,9,13,14,23,28,46,50,51,60,64,66,72,76,78,80,83,100,110,123],simple_attent:91,simple_gru:[91,123],simple_lstm:[8,123],simple_rnn:[8,91],simple_transform:15,simpler:65,simplest:104,simpli:[1,8,15,29,38,86,89,91,100,120,122],simplifi:[29,61,68,80,94,105],simul:[47,115],simultan:104,sinc:[8,9,33,37,39,40,47,53,64,69,70,71,73,75,76,83,96,100,104,115,118,121,123],sincer:93,singl:[2,7,9,13,21,33,42,46,54,63,70,72,73,74,78,85,89,94,99,102,105,122,123],singleton:71,sinlg:28,sit:70,site:[32,99,104],situat:[67,82],six:120,size:[2,7,8,9,13,14,15,21,28,33,35,36,38,46,49,57,61,64,68,69,70,73,79,80,81,83,86,89,91,94,95,96,101,110,114,115,116,121,122,123],size_a:8,size_b:8,size_t:[36,81,83,94],sizeof:[31,120],skip:[69,93,103,104,122],sliceproject:8,slide:[8,10,14,33],slight:47,slightli:49,slope:8,slopeinterceptlay:8,slow:[2,100],slowli:[92,99],small:[2,8,14,30,49,56,61,93,94,110],small_messag:[109,110],smaller:[8,21,30,33,46,61,93],smart:78,smooth:8,snap:105,snapdragon:46,snapshot:[34,40,104],snippet:[48,62,91,94,100,104,123],sock:41,sock_recv_buf_s:[109,110],sock_send_buf_s:[109,110],socket:110,softmax:[8,9,21,29,31,47,51,52,61,66,70,72,73,91,94,120,123],softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:123,softmaxoutput:51,softwar:[46,100,118],solid:49,solut:[63,118],solv:[29,74],some:[2,6,8,13,15,21,28,29,31,32,36,37,38,40,41,46,48,49,50,54,60,61,62,66,67,68,69,72,74,75,78,81,82,83,93,94,95,96,100,102,104,109,110,112,114,115,116,118,121,123],some_c_api_funct:59,some_inst:59,some_op:[53,60,83],some_python_class:58,somecppclass:58,somedata:28,somegotyp:58,someth:[2,36,68,92,93,99],sometim:[8,69,92,100],someurl:13,somewhat:38,somewher:78,soon:33,sophist:94,sort:[8,14,83,99,104,110],sort_by_length:83,sourc:[8,14,30,32,45,47,49,56,57,59,61,69,74,91,92,99,102,104,105,115,120,123],source_dict_dim:[61,91],source_dict_s:61,source_language_word:[61,91],space:[7,8,46,68,72,76,91,92,100],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,spars:[2,6,8,10,13,21,36,94,96,102,104,110,123],sparse_binary_vector:[2,13,123],sparse_binary_vector_sequ:13,sparse_float_vector:[2,13],sparse_float_vector_sequ:13,sparse_non_value_slot:13,sparse_remot:36,sparse_upd:[6,36],sparse_value_slot:13,sparseparam:94,sparseprefetchrowcpumatrix:94,spatial:8,spatial_scal:8,speak:91,spec:[104,105],specfii:110,special:[8,38,46,53,61,62,70,95,120,123],specialvartypeinfer:53,specif:[1,28,32,33,45,61,74,78,81,92,95,112,114,123],specifi:[1,2,7,8,18,21,29,30,36,37,38,41,42,43,45,49,57,68,70,71,73,78,80,83,86,91,92,93,94,96,97,99,104,110,114,115,121,122,123],speech:8,speed:[8,9,46,57,63,64,85,118],spefici:122,sphinx:[58,97],split:[2,8,13,40,47,52,61,71,74,83,102,104,112,120,122,123],split_count:[102,104],sql:1,sqrt:20,squar:[8,10,11,21,51],square_error_cost:101,squarerootnpool:8,srand:110,src:[32,102],src_backward:91,src_embed:[61,91],src_forward:91,src_root:4,src_word_id:[61,91],src_word_vec:61,srl:14,ssd:8,ssh:[104,105,106,116],ssh_server:103,sstabl:29,stabil:[8,30,95],stabl:[77,104],stack:[43,74,83,104,123],stackexchang:8,stage:[32,39,47,49,71,84,103,114],stale:[33,73],stamp:100,standalon:114,standard:[6,13,20,47,74,76,88,92,99,120],stanford:[14,30,105],star:32,start:[8,9,21,28,32,33,36,37,38,40,41,61,63,65,70,71,85,86,88,91,92,99,100,103,106,110,113,120],start_mpi_train:106,start_pass:[109,110],start_po:8,start_pserv:110,startup:[21,33,41,47,104],startup_program:[18,21,23],stat:[100,110],state:[8,9,18,23,31,33,42,43,60,61,78,83,91,105,110,121],state_act:[8,9],statement:[47,50,94,104],static_cast:96,staticinput:[8,91],statist:[8,18,20,42,110,123],statset:100,statu:[41,61,100,104,105],status:105,std:[28,32,36,51,53,54,58,59,67,74,75,78,80,81,82,94,95,96,110],stdbuf:102,stderr:103,stdout:[13,103],step:[4,8,9,11,21,23,30,31,33,38,42,47,49,50,55,61,64,65,68,70,72,74,80,83,85,86,91,93,94,99,100,102,104,105,106,114,116,118,123],step_id:83,step_input:83,step_net:31,step_output:83,step_scop:74,stepnet:[31,60,74,78],still:[37,40,47,70,75,88,96,122],stirng:68,stmt1482205552000:104,stmt1482205746000:104,stochast:[10,33,37,40,64,102],stop:[8,92,103,105,110],stop_gradi:21,storag:[44,46,102,104,105],store:[7,8,14,21,28,30,31,32,36,43,51,53,57,61,65,66,68,70,73,74,75,76,78,83,94,95,96,97,102,104,105,106,110,115,116,120,122,123],str:[15,18,21,28,41,83,112],straight:[66,69,79],strategi:[2,11,33,68,72,110],stream:[13,81],stream_:81,streamid:25,street:8,strength:121,strict:[69,102],stride:[8,9,21],stride_h:21,stride_i:8,stride_w:21,stride_x:8,string:[1,2,7,8,13,15,25,28,31,37,45,51,54,57,66,67,68,73,74,75,78,79,80,84,94,95,104,110],strip:[99,123],strongli:102,struct:[37,38,44,46,53,54,59,75,80,82],structur:[31,37,47,49,57,61,66,68,74,79,103,104,120,123],sts:104,stuff:93,stun:2,style:[2,8,74,80,85],sub:[7,8,13,29,40,49,60,63,65,68,70,91,94,114,123],sub_nest_seq:8,sub_sequ:[2,8],subclass:[23,68],subcommand:45,subgradi:10,subgraph:[49,72],submiss:70,submit:[74,97,102,104,109,110],subnet0:104,subnet:[29,104],subobjectpath:105,subsequ:[8,63],subsequenceinput:8,subset:[21,94],substanti:122,succeed:[37,105],success:[8,38,104,105,122],successfulcr:105,successfulli:[95,122],successor:110,sudo:[92,104],suffer:30,suffici:110,suffix:[18,41,88,102],suggest:[8,32,93,100],suit:118,suitabl:[79,110],sum:[8,10,31,34,53,68,71,91,94],summar:[49,123],sumopgradmak:75,sumpool:8,sun:20,suppli:[21,79],support:[6,7,8,10,11,13,15,21,30,31,33,40,41,47,48,49,57,61,64,65,67,69,70,72,74,75,76,79,82,85,86,88,89,91,92,94,95,96,97,100,102,104,110,114,115,116,118],suppos:[9,32,48,79,94,123],suppress:[8,45],sure:[85,92,94,99,104],surpass:[8,20],sutibal:81,svs:80,swagger:44,swap_channel:122,swig:[4,39,58,59,85,114,115],swig_paddl:[4,121],switchop:31,sychron:63,symbol:[8,31,51,59,88],symbols_ready_:31,symbolt:[31,74],symlink:93,sync:[33,64,76,110,121],sync_with_cpp:99,syncflag:94,synchron:[33,37,63,102,104,110],syntax:[43,47,61,69],synthes:121,sys:122,sysroot:114,system:[31,32,33,38,40,44,48,49,56,70,72,85,86,88,95,97,99,102,105,114,123],t2b:120,tab:[88,123],tabl:[2,7,8,21,31,47,53,57,79,84,115,122,123],tablelookup:79,tablelookupgrad:79,tablelookupop:79,tableproject:8,tag:[7,14,86,91,102],tagtyp:7,tail:61,take:[2,4,7,8,9,13,21,28,29,31,32,33,40,43,46,49,50,52,53,64,66,67,68,69,74,75,81,82,83,85,91,92,93,94,95,99,100,102,104,105,121],taken:[2,51,70,83],talk:[38,116],tangl:99,tanh:[8,9,21,49,61,70,91,94],tanhactiv:9,tar:[13,15,28,104],tarbal:104,target:[8,14,21,23,28,31,32,43,49,51,62,67,70,73,74,85,91,95,114,115,116,120,123],target_dict_dim:91,target_dict_s:61,target_dictionary_dim:8,target_language_embed:8,target_language_word:91,target_link_librari:32,target_word:61,targetinlink:8,task:[2,7,8,57,61,70,80,91,112,120,122],task_queu:37,taskentri:37,taskqueu:37,tbd:[39,81],tcp:[104,110],teach:123,tear:100,technic:33,techniqu:[21,91,94,99],technolog:[47,92],tee:105,tell:[33,37,38,61,80,86,100,114],templat:[48,80,81,95,96,105,118],tempor:[8,123],temporari:[18,41,43,64,68,119],ten:92,tensor:[21,30,32,46,47,49,51,53,54,57,60,61,71,72,73,79,82,83,84,95,101],tensor_array_read:83,tensor_array_s:83,tensor_array_stack:83,tensor_array_unstack:83,tensor_array_writ:83,tensor_data:57,tensor_s:30,tensor_test:32,tensor_to_check:30,tensorarrai:71,tensorarraydesc:83,tensordesc:[57,79],tensorflow:[31,47,49,52,70,72,76,83,96],term:[8,9,33,75,76],termin:105,tese:1,tessorarrai:83,test100:14,test10:14,test1:35,test:[1,2,8,13,14,15,21,28,29,30,32,51,59,64,69,73,77,89,92,96,100,101,102,106,109,120,122,123],test_:95,test_all_data_in_one_period:105,test_check_grad_ingore_i:95,test_check_grad_ingore_x:95,test_check_grad_norm:95,test_check_output:95,test_data_dir:102,test_fcgrad:94,test_gpuprofil:100,test_layergrad:94,test_list:[2,123],test_mkldnn:56,test_mklpack:55,test_mul_op:[85,95],test_norm:95,test_pass:[109,110,112],test_period:[109,110,112],test_recurrent_op:93,test_wait:[109,110],testa:29,testb:29,testbilinearfwdbwd:100,testcas:95,testconfig:94,testfcgrad:94,testfclay:94,testlayergrad:94,testmodel_list:109,testmulop:95,testq:29,testresult:28,testsave_dir:109,testutil:94,text1:45,text:[1,2,7,9,13,29,57,60,104,120,123],text_conv:123,text_fil:13,tflop:100,tftp:118,tgz:[14,88],than:[2,4,6,7,8,9,21,33,41,47,48,49,68,74,76,83,85,91,92,94,102,104,114,118,122],thank:120,the_step:47,theano:47,thei:[2,8,18,20,26,29,32,33,38,40,45,47,49,50,54,61,62,68,72,73,74,80,83,84,91,92,93,94,95,96,100,102,104,109,122],them:[1,2,7,8,9,15,29,30,32,33,36,41,47,48,53,54,61,69,72,74,75,78,79,80,82,83,84,92,93,95,97,100,104,109,110,122,123],themselv:32,theori:[47,100],therefor:64,therein:[8,31],therun:122,theta:49,theta_d:49,theta_g:49,thi:[1,2,6,7,8,9,10,13,14,15,18,20,21,23,25,26,28,29,30,31,32,33,36,37,38,39,40,41,42,43,46,47,48,49,50,51,54,60,61,62,63,64,65,66,68,69,70,71,72,73,74,75,76,79,80,81,82,83,86,88,89,91,92,93,94,95,96,97,99,100,101,102,104,105,110,112,114,115,116,118,120,121,122,123],thin:53,thing:[2,49,70,74,81,100],think:[29,32],third:[8,33,51,95,99,100,114,115,116,122],third_parti:[8,56,114,115,116],thirt:92,those:[8,31,32,33,48,50,51,52,66,114,122],though:[83,118],thought:[32,100],thread:[71,94,99,100,110,112],thread_count:71,thread_local_rand_use_global_se:[109,110],thread_pool:71,threadblocks:25,threadid:112,threadloc:100,three:[2,7,8,30,33,42,46,47,50,61,62,65,66,69,81,110,114,121,122],threshold:[6,7,8,33,37,93,110],through:[4,8,21,32,33,37,39,42,62,64,73,91,94,95,97,100,101,102,115,120,121],throughout:[43,123],throughput:[100,102],thrust:74,thu:[2,8,21,40,42,51,94,104,119],tier:105,time:[2,8,9,11,13,21,28,29,30,32,33,37,40,47,48,53,55,60,61,63,68,69,70,72,74,75,79,80,83,84,85,91,92,96,99,100,105,110,112,118,123],timelin:[8,74,100],timeo:104,timeout:[33,37],timeout_sec:13,timestamp:[8,34],timestep:[2,8,78],tip:[114,115],titl:14,tls:44,tmp:68,to_chw:15,to_no_sequ:8,to_sequ:8,to_tar:28,toadapt:82,todo:[7,13,14,31,33,37,40,61,80],toend:8,togeth:[2,8,9,13,28,83,91],token:[7,8,29,91,120],toler:[28,30,85,95],too:[14,30,82,83],took:118,tool:[85,88,91,92,99,104,114,116],toolchain:[99,114,115],top:[7,21,28,60,61,95,122],top_k:[7,21,61],top_level_rnn:60,topk_generated_scor:61,topk_id:61,topk_scor:61,toplevel:92,topolog:[29,33,51,57,65,70,73],topoloi:51,topolopi:28,torch:[31,47],toronto:14,total:[21,28,33,42,63,69,72,99,100,102,105,118,120],total_pass:69,tottim:99,trace:[31,49],track:[33,37,51,68],tractabl:8,tradit:[8,31,46],traffic:70,trail:13,train100:14,train10:14,train:[0,1,2,4,6,7,8,13,14,15,20,21,31,35,37,38,40,42,43,47,49,50,55,57,63,64,65,66,67,73,74,76,79,81,84,91,94,98,100,107,108,109,115,122],train_conf:120,train_config_dir:104,train_data:102,train_data_dir:102,train_id:104,train_list:[2,102,122,123],train_loop:47,trainabl:[8,57,68],traindot_period:109,trainer:[2,4,29,34,35,36,37,39,47,55,56,64,65,70,72,74,94,103,110,112,121,123],trainer_config:[1,2,104,105,123],trainer_config_help:[2,94,123],trainer_count:[89,102,104,105,109,110,112],trainer_cpu:41,trainer_cr:41,trainer_gpu:41,trainer_id:[102,104,110],trainer_intern:36,trainer_mem:41,trainer_packag:41,trainerid:40,trainerintern:123,training_machin:121,trainingtest_period:109,trainonebatch:36,trainonedatabatch:121,tran:[82,94,110],trane:2,transact:[33,37],transfer:[1,2],transform:[8,9,15,21,74,82,91,94,96,121,123],transform_param_attr:9,transformed_st:9,translat:[8,9,47,120],translation_id:61,translation_scor:61,transpar:[61,103],transpil:47,transport:110,transpos:[8,15,94,121],transposedfullmatrixproject:8,travel:2,travers:50,travi:93,treat:[8,31,38],treatment:[38,46],tree:[8,31,43,47,68,101,110,116],trg_dic_siz:61,trg_embed:[61,91],triain:1,trick:61,tricki:58,trigger:[40,65],trim:8,trivial:[2,61,83],trn:123,true_block:[31,52,66],true_imag:69,true_label:69,true_neg:42,true_posit:42,true_read:69,truth:[7,8,21,123],tst:123,tune:[6,98,99,123],tuninglog_barrier_abstract:109,tupl:[2,8,9,13,14,15,18,21,28,68,69],ture:8,turn:[8,21,68,69,86,121],tutori:[85,86,91,94,95,99,100,104,106,107,108,115,119,122,123],twice:[49,72],twine:77,two:[1,2,7,8,9,21,29,38,39,40,41,42,45,46,47,49,50,53,57,61,64,66,69,70,73,74,75,76,78,79,80,83,84,91,95,96,100,103,104,112,114,116,120,121,122,123],txt:[2,32,41,45,55,56,94,97,102,104,106,123],type:[2,7,8,9,11,13,14,15,18,21,23,28,29,31,33,36,37,40,41,44,45,46,53,54,57,58,59,60,61,66,67,68,69,74,75,76,79,80,82,84,89,91,92,94,96,102,104,105,110,112,115,122,123],type_nam:80,typedef:[38,46,58,59,81],typeid:80,typenam:[48,80,81,95,96],typic:[4,7,70,100,115],ubuntu:[77,88,89,99],ubyt:69,uci:14,uci_h:89,ufldl:8,uid:105,uint16_t:46,uint32:[44,57],uint64:[57,58],uint64_t:58,unawar:38,unbalanc:110,unbound:91,unclear:40,under:[32,37,63,72,82,85,86,96,97,102,103,104],underli:61,understand:[20,47,68,99,100,118,120],understand_senti:91,undeterminist:100,unidirect:8,unifi:[43,51,79,93],uniform:[6,8,13,20,35,49,68,69,110,121],uniform_random:68,uniqu:[29,31,33,40,41,68,78,95,102,104,110],unique_nam:68,unique_name_gener:68,unique_ptr:[75,78,81,94],unit:[8,9,21,32,64,76,81,85,91,92,96],unittest:[59,93,95],unittestcheckgrad_ep:109,unk:[79,84,120],unk_idx:123,unknown:[8,21],unless:21,unlik:[8,61,95],unnecessari:93,unordered_map:78,unpack:83,unrol:60,unseen:76,unseg:8,unsign:[38,46],unstack:83,unstack_from:83,unsupervis:49,unsupport:95,until:[33,38,47,71,72,78,104],unzip:114,updat:[6,8,10,23,33,37,38,44,46,49,60,61,62,63,64,65,70,78,83,88,94,99,102,110,112],update_equ:28,update_hook:6,update_memori:31,update_op:62,updatecallback:94,updatestack:104,upgrad:[63,88,119],upload:[33,41,44,77,102],upon:33,upper:8,upstream:93,uri:104,url:[13,14,93],usag:[1,2,7,8,9,15,28,46,52,65,95,100,102,115,120,121],use:[1,2,4,6,7,8,9,11,13,14,15,20,21,23,26,28,29,30,31,32,33,39,43,46,49,51,53,54,61,62,63,65,68,70,71,72,73,78,79,80,82,83,84,85,86,88,89,91,92,93,94,95,97,99,100,102,104,105,110,112,114,115,116,120,121,122,123],use_cpu:54,use_cudnn:54,use_eigen_bla:114,use_eigen_for_bla:[114,115],use_etcd:28,use_global_stat:8,use_gpu:[89,102,105,109,110,112,121,122,123],use_mkl_pack:55,use_mkldnn:[8,54,56],use_nesterov:23,use_old_updat:[36,109,110],use_peephol:21,use_sparse_remote_updat:36,used:[1,2,4,7,8,9,10,11,13,14,15,20,21,25,28,29,30,31,32,33,39,40,43,46,47,49,51,60,61,64,65,68,69,70,73,74,76,78,80,81,83,85,88,91,92,94,95,96,99,100,104,109,110,112,114,115,116,120,122,123],useful:[1,2,8,9,30,46,78,82,91,94,112,114,123],usegpu:[94,121],user:[1,2,6,8,9,13,14,15,18,20,23,25,26,28,29,30,31,32,35,37,40,41,42,43,45,48,49,50,51,53,54,61,62,63,64,68,69,70,71,72,73,74,75,76,78,80,81,82,83,86,93,97,99,102,104,109,110,118,122,123],user_info:14,user_nam:35,usercert:35,userinfo:14,userkei:35,usernam:35,uses:[2,8,33,40,46,60,61,65,70,81,82,85,88,91,92,93,94,96,97,102,104,110,114,122,123],using:[1,2,4,6,8,9,13,21,28,29,31,32,33,37,38,40,41,43,45,46,47,48,49,51,53,60,62,64,66,69,70,75,76,78,80,81,82,85,86,87,88,89,91,93,94,95,96,97,100,102,104,105,106,110,112,114,116,119,120,121,122,123],usr:[85,86,102,104,110],usrdict:120,usrmodel:120,usual:[8,28,41,66,76,81,93,95,99,100,104,110,112],utf:120,util:[4,55,56,63,91,94,95,100,118],uuid:[34,40],v7a:114,v8a:114,valid:[8,15,69,74,78,95,104,115,122],valu:[2,4,6,7,8,11,13,14,15,20,21,25,28,30,31,33,42,51,52,56,57,60,61,62,64,65,66,68,70,73,74,78,79,80,83,84,91,94,95,104,110,112,114,115,121,122],value1:110,value2:110,value_:79,value_evalu:7,value_rang:13,valueerror:[21,51],values_:83,vanilla:91,varabl:72,vardesc:[31,50,66,68,74,79],vardescbuild:31,vari:[100,104],variabl:[2,10,13,14,18,20,21,23,29,30,31,42,43,49,50,51,52,53,60,61,62,64,66,67,70,72,73,75,76,79,80,83,94,95,99,101,102,104,105,114,115],variablenamemap:95,varialbl:49,varianc:[8,122],variant:[8,53,81,83],varibl:51,varienc:83,varient:83,variou:[31,46,76,114],varproto:80,vars_:[31,78],vartyp:[21,79,84],vartypeinfer:53,vec1:8,vec2:8,vec:82,veclib:115,vector:[2,8,9,13,14,21,29,31,36,38,51,52,60,61,68,74,75,79,83,91,94,96,120,123],vectorenable_parallel_vector:109,veloc:23,vendor:32,verb:14,verbos:[45,93],veri:[2,8,11,32,37,43,47,48,49,61,65,69,72,76,78,81,83,91,99,100,103,123],verifi:[31,94,115],version:[8,9,32,41,45,47,49,51,52,57,61,70,77,85,86,89,92,94,99,100,102,104,105,109,110,114,115,116,120],versu:29,vertic:[8,122],vgg:[9,22],via:[33,87,93,100,104,115,118,123],view:[8,57],vim:86,viriabl:102,virtual:[53,54,75,81,92],virtualenv:92,visibl:[40,78],visit:28,visual:[8,61,100],vlog:[36,93],voc_dim:123,voila:89,volum:[97,105],volumemount:[104,105],volumn:104,vutbr:14,wai:[2,7,9,29,38,40,43,47,54,61,64,68,69,73,76,83,91,92,93,94,112],wait:[33,38,71,102,110],walk:[4,115,121],wangkuiyi:32,want:[2,8,29,41,42,49,54,64,67,69,73,76,78,81,82,83,85,86,92,93,94,97,99,102,110,112,114,116,120,122,123],warn:[28,45],warp:[8,100],warpctc:8,wast:63,watch:33,wbia:[104,122],weav:47,web:[97,99],websit:[97,123],weight:[7,8,9,10,20,21,26,55,57,76,91,94,110,112,122],weight_act:9,weightlist:94,weights_:94,weights_t:94,welcom:32,well:[41,47,48,49,70,73,76,79,94,104,110,123],were:[7,32,47],west:104,wget:114,what:[6,8,32,47,49,61,68,70,72,80,82,95,99,118,123],whatev:[92,102],wheel:88,when:[1,2,6,7,8,10,13,18,21,28,30,31,32,33,36,37,38,41,42,43,45,46,47,51,61,63,64,65,66,68,70,72,74,81,83,85,87,91,92,93,94,95,96,97,99,100,102,104,105,110,112,114,115,118,120,121],whenev:[68,93],where:[2,8,9,10,20,21,29,31,33,40,47,50,60,61,64,66,70,74,76,83,91,94,95,99,100,101,110,112,120,122],wherea:[31,37,48,52,81],whether:[7,8,13,15,21,28,30,31,43,69,79,83,85,86,94,95,110,115,121],which:[1,2,4,6,7,8,9,13,14,15,21,28,29,30,31,32,33,35,37,38,40,41,43,46,47,48,49,51,53,57,60,61,62,63,65,66,67,68,69,70,71,72,73,74,75,78,79,80,82,83,85,88,91,92,93,94,95,96,99,100,102,103,104,110,112,114,115,118,121,122,123],whichev:121,while_loop:[61,83],whileloop:83,whileop:31,whl:85,who:[48,50,63,68,93,120,122],whoever:38,whole:[2,7,13,49,52,58,59,60,63,67,80,93,102,104,105,118,123],whose:[2,8,13,21,30,33,40,60,74,75,80,83,91],why:[9,30,59,92],wide:[32,49,88,103,106],width:[7,8,13,15,36,58,69,94,95],wiki:[8,32],wikipedia:[8,14],wilder:2,window:[8,11,14,64,86,92,114],wirt:51,wise:[8,15,72,74,96],wish:[85,88,97,102],with_avx:[85,86,102,114,115],with_bia:80,with_c_api:[85,114,115,116],with_doc:85,with_doubl:[85,94,102],with_dso:85,with_golang:85,with_gpu:[85,92,102,114,115],with_mkl:[55,56,85],with_mkldnn:56,with_mklml:56,with_profil:100,with_python:[85,102,114,115],with_rdma:[102,114,115],with_style_check:[85,93],with_swig_pi:[85,114,115],with_test:[85,95],with_tim:[100,102],within:[8,37,47,115],without:[7,8,23,33,38,68,69,72,74,95,99,102,106,114],wloop:83,wmt14:91,wmt_shrinked_data:14,won:[100,102,122],wonder:2,word2vec:[41,102],word:[2,7,8,14,50,53,60,61,72,74,80,83,91,102,112],word_dict:[102,106,123],word_dim:123,word_id:2,word_idx:14,word_vector:123,word_vector_dim:[8,61,91,120],words_freq_sort:14,work:[2,4,8,13,21,29,31,32,33,43,46,47,54,62,64,68,70,86,91,92,93,94,97,99,100,102,104,105,110,118,123],worker:[72,84,104],workercount:104,workflow:[74,104],workspac:[93,102,103,110],world:102,wors:121,worth:101,would:[28,31,32,33,40,47,48,49,50,62,64,65,68,69,70,71,72,79,83,86,92,93,99,104,114,118,121,123],wouldn:[47,50],wrap:[47,48,49,63,118],wrapper:[9,32,48,63,64,70,75,83,100],write:[2,13,21,29,33,40,46,47,48,51,53,62,64,68,69,70,72,74,75,81,83,92,98,102,104],write_lock:34,writer:[29,68],written:[25,31,43,49,57,64,74,75,79,85,86,95,96,99,103],wrong:[2,69],wrote:[51,72],wsize:104,www:14,x64:[114,116],x86:115,x86_64:[114,115],x_i:8,x_j:8,x_neg:30,x_num_col_dim:21,x_po:30,x_t:21,x_t_data:21,xarg:[7,86,94,106],xavier:20,xcode:115,xcodebuild:115,xgbe0:110,xgbe1:110,xiangyu:20,xmap_read:13,xpu:47,xrang:[30,47,49,69,89,94],xx_layer:54,xxx:[29,83,122],xxxx:34,xxxxxxxxx:104,xxxxxxxxxx:104,xxxxxxxxxxxxx:104,xxxxxxxxxxxxxxxxxxx:104,y_dim:49,y_neg:30,y_num_col_dim:21,y_po:30,y_predict:[89,101],yaml:[32,103,104,106,118],yancey1989:41,yann:14,yapf:93,year:47,yeild:28,yep:99,yet:[47,118],yield:[2,13,29,35,69,123],yoshua:20,you:[1,2,4,6,8,9,13,28,30,41,46,78,85,86,87,88,89,91,92,93,94,97,99,100,102,103,104,106,110,112,114,115,116,118,120,121,122,123],your:[2,8,13,28,29,32,36,41,45,74,85,87,88,92,93,94,97,100,102,103,104,112,114,115,116,118,123],your_access_key_id:104,your_secrete_access_kei:104,your_source_root:59,yourself:85,yuang:47,yuyang18:[13,14],yuyang:99,z_dim:49,z_size:49,zero:[2,6,8,9,10,13,14,18,30,33,49,61,65,68,79,94,104,110,123],zhang:20,zhidao:120,zip:[14,68,114],zone:104,zxvf:104},titles:["API","Introduction","PyDataProvider2","API","Python Prediction","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Data Reader Interface","Dataset","Image Interface","Fluid","DataFeeder","Evaluator","Executor","Initializer","Layers","Nets","Optimizer","ParamAttr","Profiler","Regularizer","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Auto Gradient Checker Design","Design Doc: Block and Scope","Required CMake Function","Design Doc: Distributed Training","\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\uff08Checkpointing\uff09","\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1","Alalysis of large model distributed training in Paddle","Design Doc: Master Server","Design Doc: The Client Library of Parameter Server","Design Doc: Remote Parameter Updater for Cluster Train","Design Doc: Save Model","Submit a Distributed Training Job","Evaluator Design","Executor Design Doc","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Design Doc: float16","Design Doc: PaddlePaddle Fluid","Design Doc: Functions, Operators, and Layers","Design for GAN","Design Doc: Computations as a Graph","Survey on Graph","The <code class=\"docutils literal\"><span class=\"pre\">IfElse</span></code> Operator","Design Doc: InferVarType","Problem","Intel\u00ae MKL Packed on PaddlePaddle: Design Doc","Intel\u00ae MKL-DNN on PaddlePaddle: Design Doc","Design Doc: Model Format","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","RNNOp design","Design: Sequence Decoder Generating LoDTensors","Optimizer Design","Design Doc: NCCL support in Paddle Fluid","Averaging Parameter in PaddlePaddle","Design Doc: The C++ Class <code class=\"docutils literal\"><span class=\"pre\">Parameters</span></code>","Design Doc: PaddlePaddle Programs","Prune","Design Doc: Python API","Python Data Reader Design Doc","Design Doc: Distributed Training Architecture","Design Doc: Execute the Program with Multi CPU","Design Doc: Operation Graph Based Parameter Server","Design Doc: Session","Design Doc: Refactorization Overview","Design Doc: Gradient Operators Registration","Regularization in PaddlePaddle","PaddlePaddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Design Doc: Selected Rows","Interaction between C++ and Python","Design Doc: Supporting new Device/Library","Background","Design for TensorArray","Background","Build from Sources","Run in Docker Containers","Install and Build","Install Using pip","GET STARTED","RNN Models","RNN Configuration","Build using Docker","Contribute Code","Write New Layers","How to write a new operator","How to use Eigen in Paddle","Contribute Documentation","HOW TO","Profiling the Python Code","Tune GPU Performance","PaddlePaddle Fluid Source Code Overview","Distributed Training","Cluster Training Using Fabric","Distributed PaddlePaddle Training on AWS with Kubernetes","PaddlePaddle On Kubernetes","Cluster Training Using OpenMPI","&lt;no title&gt;","&lt;no title&gt;","Argument Outline","Detail Description","Set Command-line Parameters","Use Case","PaddlePaddle Documentation","Build PaddlePaddle for Android","PaddlePaddle Compiling Guide for iOS","Build PaddlePaddle for Raspberry Pi","MOBILE","Cluster bootstrapping tool survey","&lt;no title&gt;","Chinese Word Embedding Model Tutorial","Generative Adversarial Networks (GAN)","Model Zoo - ImageNet","Quick Start"],titleterms:{"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":35,"\u4e0d\u4f7f\u7528":58,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":58,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":58,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":58,"\u4ec5\u4ec5\u4f7f\u7528void":58,"\u4ece\u5feb\u7167\u6062\u590d":34,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":58,"\u4f7f\u7528\u8f6c\u6362\u5e93":35,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":59,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":59,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":44,"\u5206\u652f\u89c4\u8303":77,"\u52a0\u901f\u6267\u884c":34,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":58,"\u52a8\u6001\u6269\u5bb9":34,"\u539f\u56e0":58,"\u539f\u56e0\u5217\u8868":58,"\u53c2\u8003\u6587\u6863":44,"\u540d\u8bcd\u89e3\u91ca":44,"\u57fa\u672c\u8981\u6c42":58,"\u5b9e\u73b0":58,"\u5b9e\u73b0\u65b9\u5f0f":59,"\u5bfc\u51fac":58,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":34,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":58,"\u63a8\u6d4b\u6267\u884c":34,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":35,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":44,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":35,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":35,"\u6587\u4ef6\u9884\u5904\u7406":35,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":59,"\u672f\u8bed":34,"\u67b6\u6784\u56fe":44,"\u6846\u67b6\u751f\u6210":44,"\u6982\u5ff5\u89e3\u91ca":35,"\u6a21\u5757":44,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":34,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":59,"\u6d41\u7a0b\u4ecb\u7ecd":35,"\u751f\u6210sparse\u6587\u4ef6":44,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":44,"\u76ee\u5f55\u7ed3\u6784":59,"\u76ee\u6807":44,"\u793a\u4f8b\u7a0b\u5e8f":35,"\u7b26\u53f7":58,"\u7c7b":58,"\u7f16\u8bd1\u9009\u9879":59,"\u7f29\u5bb9":34,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":58,"\u80cc\u666f":58,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":44,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":35,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":35,"\u8f6c\u6362\u5e93":35,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":58,"\u8fdb\u884c\u8bad\u7ec3":35,"abstract":[63,70,71,72,73,118],"book\u4e2d\u6240\u6709\u7ae0\u8282":77,"case":112,"class":[49,65,68,94],"filemanager\u8bbe\u8ba1\u6587\u6863":44,"final":54,"function":[32,48,49,68,120],"new":[81,94,95],"paddle\u52a8\u6001\u5e93\u4e2d":58,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":58,"paddlepaddle\u53d1\u884c\u89c4\u8303":77,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":77,"return":69,"switch":81,"tensor\u5230eigentensor\u7684\u8f6c\u6362":96,AWS:104,Abs:5,DNS:104,EFS:104,For:[32,105],KMS:104,Not:92,The:[31,38,43,47,49,50,52,53,62,65,74,75,116],Use:[31,66,97,102,105,112],Using:[32,38,88,103,106,114],With:41,about:49,absolut:61,access:104,account:104,accuraci:21,action:[55,56],activ:[5,8,56],adadelta:10,adagrad:10,adagradoptim:23,adam:10,adamax:10,adamaxoptim:23,adamoptim:23,add:104,address:104,addto:8,advanc:81,adversari:121,aggreg:8,aggregatelevel:8,alalysi:36,algorithm:[30,33,60,67,70,123],all:[78,83],analysi:70,android:114,api:[0,3,55,56,59,62,64,68,76,80],appendix:[118,123],applic:3,approach:100,arbitrari:47,architectur:[70,91,123],argument:[45,69,102,109,112,114,116,123],arrai:30,array_length:21,array_read:21,array_to_lod_tensor:21,array_writ:21,asset:104,assign:21,associ:[78,104],assumpt:118,async:110,attent:91,attribut:[6,76],auc:7,auto:30,averag:64,avg:11,aws:104,backgraound:30,background:[55,72,73,81,82,83,84,95],backward:[47,50,74,95],base:[41,61,72],basepool:11,basic:[81,118],batch:69,batch_norm:[8,21],batch_siz:69,beam:61,beam_search:8,beam_search_decod:21,benchmark:[55,56],benefit:[72,74],between:[29,68,74,80,81],bidirectional_gru:9,bidirectional_lstm:9,bilinear_interp:8,binari:31,bind:95,bla:85,block:[31,49,50,66,68,74],block_expand:8,blockdesc:66,book:86,bool:85,bootstrap:118,bottleneck:99,brelu:5,bring:118,bucket:104,build:[49,74,85,87,92,97,105,114,116],built:100,cach:2,can:78,capi:59,capi_priv:59,cast:21,challeng:[67,72],chang:61,check:[8,30,94,103],checker:30,checkpoint:[33,34,40],chines:120,choic:54,choos:[32,104],chunk:7,cifar:14,classif:7,classification_error:7,classification_error_print:7,client:38,clip:8,close:30,cloudform:104,cluster:[39,102,103,104,106,112,118],cmake:[32,55,56,116],code:[41,68,93,99,101],column_sum:7,command:[102,111,112,123],commit:105,common:110,commun:110,compar:118,comparis:68,compat:47,compil:[31,46,47,66,74,85,95,101,114,115,116],complet:47,compos:69,comput:[31,50,74,76,96],con:118,concat:[8,21],concept:[68,74,104],concern:56,conclus:[40,51,118],condit:49,config:[3,112],configur:[27,91,98,104,115,123],conll05:14,connect:8,constantiniti:20,construct:50,contain:[86,105],content:[55,56,59,100,104],context_project:8,contribut:[93,97],control:74,conv2d:21,conv2d_transpos:21,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:[40,70,72],convolut:123,core:[30,68,104],cos_sim:[8,21],cost:8,cpu:[71,112],creat:[69,73,74,78,104,105],create_arrai:21,creation:[37,64,76],creator:69,credenti:104,crf:8,crf_decod:8,cross:[114,115,116],cross_channel_norm:8,cross_entropi:21,cross_entropy_cost:8,cross_entropy_with_selfnorm_cost:8,ctc:8,ctc_error:7,cuda:[46,85],cudnn:85,cudnnavg:11,cudnnmax:11,current:[46,75],custom:69,data:[8,12,13,21,33,69,70,104,105,120,121,123],datafeed:[13,17],dataprovid:[2,3,110],dataset:[12,14,33,37,102],datatyp:13,decayedadagrad:10,decayedadagradoptim:23,decod:61,decor:69,deep:[31,47],defin:[95,104,123],definit:84,delet:104,demo:[49,104],dens:40,dep:88,depend:[49,85,88],deploi:41,deriv:94,describ:[47,62],descript:[45,74,110,121],design:[29,30,31,33,37,38,39,40,42,43,46,47,48,49,50,53,55,56,57,60,61,62,63,65,66,68,69,70,71,72,73,74,75,78,79,81,83],destroi:[78,104],detail:[36,110],detect:[7,8],detection_map:7,detection_output:8,develop:[74,92,98],devic:[81,112],devicecontext:81,dictionari:[69,120],differ:[74,81,102,112],directori:104,discrimin:49,discuss:[49,72],dispatch:[33,37],distribut:[29,33,36,41,70,102,104,110],dnn:56,doc:[29,31,33,37,38,39,40,43,46,47,48,50,53,55,56,57,63,65,66,68,69,70,71,72,73,74,75,79,81],docker:[41,86,92,105,114],document:[97,113],doe:69,dot_prod:8,dot_product_attent:9,dotmul_oper:8,dotmul_project:8,down:104,download:[104,105,120,122],dropout:[8,21],dure:[61,69],dylib:59,dynam:[33,83],dynamic_lstm:21,dynet:51,each:88,ec2:104,eigen:96,elast:104,elect:40,elementwise_add:21,elementwise_div:21,els:31,embed:[8,21,120,123],engin:49,enough:30,entri:69,environ:[41,114],eos:8,equat:94,eval:70,evalu:[7,18,42],event:[28,29],evolut:47,examin:99,exampl:[29,32,52,59,73,120,121],execut:[31,47,66,71,74],executor:[19,43],exp:5,expand:8,expandlevel:8,explain:30,extern:104,extract:[120,122],fabric:103,factor:8,factorization_machin:8,faq:[87,88],fault:33,featur:122,file:[31,99,104,105,123],fill_const:21,fill_constant_batch_size_lik:21,find:104,first_seq:8,float16:46,fluid:[16,47,63,101],format:[31,33,57,123],forward:[50,95],frame:31,framework:[30,96],from:[29,40,80,85,87],full_matrix_project:8,fulli:8,functor:81,futur:47,gan:[49,121],gate:91,gated_unit:8,gener:[49,61,91,92,99,118,121],get:[89,105],get_output:8,give:69,global:[66,68],gotcha:92,gpu:[86,100,110,112],gradient:[30,38,56,75,94],gradient_print:7,graident:30,graph:[50,51,72,74,76],group:[8,104],gru:[9,110],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,guid:115,hand:100,handler:[29,58],happen:40,hardwar:46,helper:68,hierarchi:31,high:[62,64,76,80],how:[30,36,64,69,74,81,85,95,96,97,98,100],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,iOS:115,iam:104,ident:5,identifi:99,identity_project:8,ifels:52,ifelseop:31,imag:[8,9,15,41,86,105,114],imagenet:122,imdb:14,img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:[9,22],img_pool:8,imikolov:14,implement:[30,32,36,42,46,57,60,63,64,68,69,71,74,75,76,94,95,96,121],increment:21,infer:[28,114,123],infershap:[66,79],infervartyp:53,info:122,ingredi:29,ingress:44,init_hook:2,initi:[20,38,49,104,112],input_typ:2,insid:78,inspect:104,instal:[87,88,89,104,114,115,116,118,123],instanc:104,instead:69,integr:[81,104],intel:[55,56],interact:80,interfac:[12,13,15,30,33,38,39,43,62,69,73,78,122],intermedi:74,interpol:8,introduc:[61,83],introduct:[1,76,102,120,122],isn:69,issu:46,job:[33,41,103,104,105,106],join:8,kei:[55,104],kernel:74,kill:103,kmax_sequence_scor:8,kube:104,kubectl:104,kubernet:[41,104,105],l1decayregular:26,l2_distanc:8,l2decayregular:26,lambda_cost:8,languag:[31,47],larg:36,last_seq:8,launch:[86,103,106],layer:[8,21,29,48,55,56,68,94,112],learn:[31,47],learnabl:8,less_than:21,leval:80,level:[62,64,76,80],libpaddle_capi_shar:59,libpaddle_capi_whol:59,librari:[38,46,74,81,114],limit:70,line:[102,111,123],linear:5,linear_chain_crf:21,linear_comb:8,linux:[103,114],list:[34,69],local:[70,73,78,104,112],lod:61,lod_rank_t:21,lod_tensor_to_arrai:21,lodtensor:[60,61,83],lodtensordesc:84,log:[5,93,123],logic:37,logist:123,look:99,low:[64,76,80],lstm:[9,110],lstm_step:8,lstm_unit:21,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,machin:[8,61],macro:74,main:49,manag:[32,102],map:[69,74],master:[33,37,41],math:[8,81],mathemat:30,matrix:[56,110],max:11,max_sequence_len:21,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,mean:21,member:49,memori:[8,60,81],merge_lod_tensor:21,messag:80,method:61,might:49,migrat:74,mileston:74,mini:69,minibatch:13,misc:8,mix:[8,112],mkl:[55,56],mnist:[14,121],mobil:117,model:[2,3,27,29,36,38,40,47,49,57,61,90,91,103,112,120,121,122,123],modifi:105,modul:[74,81,96],momentum:10,momentumoptim:23,more:49,motiv:[43,57,63,67],movielen:14,msrainiti:20,mul:21,multi:71,multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:69,multiplex:8,mxnet:51,name:[78,104],nccl:63,nce:8,necess:68,necessari:74,need:[69,92,100],nest:60,net:22,network:[9,74,91,112,121,122,123],neural:[91,123],nlp:[9,110],non:2,norm:[8,76],normaliniti:20,note:30,numer:30,numpi:30,nvprof:100,nvvp:100,object:33,observ:[120,122],offset:61,ones:21,onli:[69,78],op_mak:74,openmpi:106,oper:[48,52,64,66,68,72,74,75,79,83,95],opinfomap:74,opkernel:[74,81,95],opproto:80,ops:76,optim:[10,23,33,38,50,62,68,98,123],option:[45,85,120],opwithkernel:74,order:45,org:97,origin:74,orthogon:78,other:56,out_prod:8,outlin:109,output:[8,103,104],overview:[40,43,55,56,74,78,101,123],pack:[55,61],packag:[32,88],pad:8,paddl:[36,63,69,78,96],paddlejob:41,paddlepaddl:[29,31,47,55,56,64,66,70,76,77,85,86,88,97,101,104,105,113,114,115,116,120],pair:104,paradigm:47,parallel_nn:112,paramattr:24,paramet:[6,8,28,29,33,38,39,41,56,64,65,68,72,76,102,104,110,111,120,122],parameteraverageoptim:64,paraphras:120,parent:78,part:50,partit:38,pass:[85,112],path:[40,45],penalti:76,perform:[64,99,100,110],persist:37,pfsclient:[44,45],pfsserver:44,pip:88,place:81,placement:70,platform:102,pnpair:7,point:[55,104],pool2d:21,pool:[8,11],pose:[53,75],potenti:54,power:8,precision_recal:7,predict:[4,122],prefetch:69,prelu:8,prepar:[102,103,104,106,115,120,121],preprocess:[120,123],pretrain:120,print:7,privat:104,pro:118,problem:[42,53,54,62,75,82],procedur:118,process:[33,38,41,62,74,92],profil:[25,99,100],program:[31,47,66,68,71,86,102],programdesc:66,project:32,propos:[53,75,76],protobuf:79,protomak:95,provid:[2,69,123],prune:67,pserver:40,pull:86,pydataprovider2:2,python:[4,30,41,55,56,60,62,64,68,69,70,76,80,84,94,95,99,122,123],qualiti:74,queue:[33,37],quick:[89,123],randomnumb:110,rank:7,rank_cost:8,raspberri:116,reader:[12,13,29,69],realiz:74,recoveri:33,recurr:[8,9,91,123],recurrent_group:8,reduce_sum:21,ref:30,refactor:74,refer:[2,55,56,70,72,100],region:104,regist:[53,74,80,95],registr:[74,75],registri:74,regress:123,regular:[26,38,76],rel:61,relat:[74,83],relu:5,remark:95,remot:[39,73],render:104,repeat:8,represent:[31,74],requir:[32,49],reshap:[8,21],resiz:8,resnet:122,result:[103,105],retri:37,reus:68,review:93,revis:120,rmsprop:10,rnn:[60,83,90,91,110],rnnop:[31,60,74],roi_pool:8,rotat:8,route53:104,row:79,row_conv:8,row_l2_norm:8,run:[43,85,86,95,101,105],runtim:[41,70,88],sampl:8,sampling_id:8,save:40,scale:[8,21,33],scale_shift:8,scaling_project:8,scope:[31,60,74,78],script:105,search:61,secur:104,select:[38,79],selectedrow:79,selective_fc:8,sentiment:14,separ:74,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:[61,91],sequence_conv:21,sequence_conv_pool:[9,22],sequence_expand:21,sequence_pool:21,sequence_softmax:21,sequencesoftmax:5,sequenti:2,server:[33,37,38,41,72,102,104,110],servic:104,session:[70,73],set:111,setup:[104,114],sextant:118,sgd:110,sgdoptim:23,shape:61,share:[29,78],should:78,shrink_memori:21,shuffl:69,sigmoid:[5,21],sigmoid_cross_entropy_with_logit:21,simpl:[61,91],simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:[9,22],simple_lstm:9,singl:69,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,softsign:5,solut:[53,54,55,67,75,82],some:92,sourc:[85,87,101],spars:[38,39,40,79,112],specifi:[112,120],split_lod_tensor:21,spp:8,squar:5,square_error_cost:[8,21],squarerootn:11,stack:31,standard:[93,123],stanh:5,start:[29,89,102,104,105,123],startup:105,statement:42,step:[60,87],storag:76,store:33,structur:121,style:93,sub_nested_seq:8,subcommond:45,submit:41,suffici:69,suitabl:32,sum:[7,11,21],sum_cost:8,sum_to_one_norm:8,summar:29,summari:[57,123],support:[46,63,81,83],survei:[46,51,76,118],synopsi:45,system:[47,104],tabl:59,table_project:8,tanh:5,task:[33,37],tear:104,tecton:118,templat:104,tensor:[8,74,81,96],tensorarrai:[61,83],tensordesc:84,tensorflow:51,test:[55,56,85,93,94,95,110,112],text_conv_pool:9,theori:30,thi:78,think:49,three:83,time:101,timelin:40,timer:100,tip:100,todo:[34,35,71],togeth:78,toi:121,toler:33,tool:[32,97,100,102,118],toolchain:116,topic:81,topk:21,toward:47,train:[28,29,33,36,39,41,62,69,70,86,102,103,104,105,106,110,112,120,121,123],trainer:[28,33,38,40,41,102,104],tran:8,trans_full_matrix_project:8,transfer:123,translat:61,transpil:[63,71],transpos:21,tune:[100,110],ture:47,tutori:120,two:30,type:[85,95],uci_h:14,uniform:83,uniforminiti:20,unit:[55,56,93,94,95,110],unpack:61,updat:[29,39,40,97,104],usag:[60,61,69,96,98],use:[36,69,96],user:[33,120],using:92,util:7,value_print:7,vardesc:84,variabl:[68,74,78,84],vector:110,verifi:104,version:[46,88],vgg_16_network:9,visual:122,volum:104,vpc:104,warp_ctc:8,weightdecayregular:26,what:[36,40,92,100],when:[40,78],whl:88,why:[46,47,64,69,74,83,100],wmt14:14,word:[120,123],workflow:93,wrapper:94,write:[93,94,95,97,123],www:97,xavieriniti:20,yaml:105,your:86,zero:21,zoo:122}})